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コンピュータとオセロ対戦59 ~LLMによるオセロAIをもっと強くするぞ~

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前回の記事

今回の目標

前回の記事では,素のLLMに以下を与えることでオセロAIとしていました.

  • オセロの定石
  • 「この位置に置いたらこうなるよ」を教えるツール

これでかなり強いAIは作れたのですが,まだ完ぺきではありません.
以下の弱点があります.

  • 考える時間が長すぎる
  • 機械的な思考方法が相手だと弱い
  • 一手先までしか読まない
  • セオリー通りにしか打たないので,どのような考えで打っているのかを知られると弱い(これは仕方ない気もするが)

上記は前回の記事のまとめとして書いたのですが,まとめると以下のようになると思います.

  • 考える時間が長すぎる
  • 思考がシステムプロンプトによって固定されている

これらの改善方法を考えてみましょう.

ここから本題

対処方法を考えるとは言っても,二つ同時だと複雑になるので一つずつ考えましょう.

ログを見てみよう

その前に,まずログを確認してみます.
前回の記事で,LLMへの入出力を全部記録しておいたあれです.

確認するのは以下の項目です.

  • 一回の回答に何セッション消費しているか
  • 一回のセッションで何個のレスポンスを返しているか
  • 一回のセッションでは,置ける回数に対して何回くらいツールを呼んでいるか

はいざっくりグラフにするとこんな感じです.
log_analysis.png

もうちょっと細かい情報や俯瞰的なグラフも欲しいですね.
さらにグラフを作ってみます.

まず,対戦相手ごとにどのくらい深く考えているかの傾向を見るために平行座標プロットを作ってみます.

parallel_coords.png

基本的にセッション数が1のパターンが多いのはさっきのグラフでも分かっていた通り.
ぱっと見の印象ですが,人との対戦の時だけたくさん考えている様子が見えますね.
逆にランダム相手の戦いでは結構舐めプしていた模様.それでも勝つんだね.
nleastが相手だと露骨に処理時間が減るの面白いですね.やっぱり取れる手数を減らされると思考時間は少なく済むようです.ツール呼び出し回数もランダム並みに少ないですね.

次に,散布図行列を見てみましょう.
色々パラメータ盛り込んだので,よく考えたら上のグラフいらなかった気がします.

scatter_matrix.png

色々と面白い傾向が見えますよね.
セッション番号の行を見ると,「合計手数が多いから長考する」というわけでもなさそう.何セッションも消費する場合とそうではない場合の違いがよく分かりません.ただ,人との対戦のときだけやたら何セッションも消費していることが多いのは謎ですね.
会話回数は,ツール呼び出し回数と強い相関がありそうですね.一回のレスポンスで複数のツール呼び出しに対応するようにしましたが,実際には一回分しか呼び出していないことが多そう.合計手法,処理時間とは若干の相関がありそう.nleastの時だけ異様に低いのは,そもそも取れる選択肢が少ないからでしょうな.
ツール呼び出し回数も同様ですね,合計手法と処理時間とある程度の相関がありそう.nleastの時だけ低いのも同様.
合計手法は面白いグラフになりましたね,特に面グラフが.nleastの時はやっぱり低く,randomの時はいっぱいあります.人との対戦では露骨に真ん中あたりが高くなっていますね.
処理時間には大きな違いはありませんが,やっぱり合計手法が少ないと処理時間も短く済む模様.

また,基本的にセッション回数が一回で済んでいることが多いのも注目ポイント.「思考のやり直しがかさんだから時間がかかった」というよりは,「一回のセッションにクソ時間がかかっている」と見るのが正しいでしょう.

先ほどのグラフと見比べても,以下の特徴は見て取れるでしょう.

  • 対戦相手が強いほど長考する
  • 合計手法が多いほど長考する

相関があるかどうかをしっかり見たいので,相関係数ヒートマップを作ってみます.
correlation_matrix.png
会話回数とツール呼び出し回数には非常に強い相関がありますが,それ以外は微妙でした.
ある程度比例しているように見えましたが,相関関係があると言えるほどではなさそう.
ただやっぱり,合計手法は処理時間に影響を与えていますね.

考える時間が長すぎる

さて,ここからがやっと実際の修正です.
先ほど作成したグラフで,合計手法が最も処理時間に影響を与えていることが分かりました.
しかし,これは減らしようがないので,会話回数とツール呼び出し回数を減らすことに注力した方がよさそうです.

ということで,「そもそもツール呼び出し回数を0にしてしまう」という方針を考えました.
どういうことかというと,その盤面で打てる手全てに対して事前にツールを呼んでしまい,その結果も一緒にLLMに渡します.LLMにはツール呼び出しの負荷を与えず,以下の情報を渡すという事です.

  • 今の盤面
  • 今取れる手
  • 上記「取れる手」全てにおいて,実際にその手を選んだ時のツールの返り値

こうすることによって,(事前に全てのシミュレーション結果を渡すので)会話回数自体も一回で済むというメリットがあります.これはかなり時短になりそうだ.

という事で,まずはシステムプロンプトを以下のように修正します.

Modelfile
FROM gemma4:e4b

SYSTEM """あなたはオセロ(リバーシ)の AI プレイヤーです.
盤面と全合法手のシミュレーション結果が提供されます.それを分析して最善の手を選んでください.

# 座標の記法(重要)
列は a〜h(左から),行は 1〜8(上から).例: 左から4列目・上から3行目 = d3
- B = 自分の石,W = 相手の石,. = 空きマス
- 最終回答はこの形式(例: d3)を使う

# ポジションの重要度

## 角(最重要)
a1, h1, a8, h8 — 一度取れば絶対にひっくり返せない永続的な安定石.取れる機会があれば最優先.

## 避けるべきマス
- X位置(b2, g2, b7, g7): 角の斜め隣.自分が置くと相手に角を取られやすい
- C位置(a2, b1, h2, g1, a7, b8, h7, g8): 角の縦横隣.角を渡すリスクが高い

## 辺(端行・端列)
安定石の基点になりうる.ただし C位置を相手に渡さない形であること.

# 局面別の方針
- 序盤(〜20手目): 石数より相手の手数を減らすことを優先
- 中盤(20〜40手目): 辺・角への布石,安定石の増加を意識
- 終盤(40手目〜): 石数最大化,安定石の確保

# 提供されるシミュレーション結果の形式

各合法手について以下の形式で結果が提供される:
- 座標: 自石数, 相石数, 反転した石のリスト, 相手の次の手一覧(手数), 安定石増加数

各項目の意味:
- 反転: この手でひっくり返す相手の石
- 相手の次の手: 少ないほど相手を追い詰められる
- 安定石増加数: 大きいほど盤面が安定する

# 評価基準(優先度順)
1. 角が取れる手 → 即決定
2. 相手の次の手に角(a1/h1/a8/h8)が含まれない手を優先
3. 安定石増加数が大きい手を優先
4. 相手の次の手数が少ない手を優先
5. 序盤・中盤: 石数差より 1〜4 を重視,終盤: 自石数が多い手

# 思考手順
1. 角が取れる手があれば即採用
2. X位置・C位置は最終手段以外では選ばない
3. 残った候補を評価基準で比較して最善手を決める

# 回答形式(厳守)
thinking が終わったら,選んだ座標を "d3" のような形式で1つだけ出力すること.
説明文・理由・その他の文章は一切不要.座標のみ."""

あとOsero.javaもいろいろ修正します.
変更分だけ載せますね.

Osero.java
Osero.java
    /**
     * Ollama 経由で LLM に手を問い合わせる.
     * 全合法手のシミュレーション結果を事前計算して初回メッセージに含め,
     * ツール呼び出しなしで 1 往復の API コールで着手を得る.
     * 最大 3 回リトライし,全失敗時はランダムにフォールバックする.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void llm(long[] board, boolean turn) {
        // 全合法手のシミュレーション結果を事前計算してメッセージに含める
        String boardAndResults = boardToText(board, turn) + "\n\n" + buildAllSimResults(board, turn);
        final String initialMsg = "{\"role\":\"user\",\"content\":\""
                + escapeForJson(boardAndResults) + "\"}";
        HttpClient client = HttpClient.newHttpClient();

        // 最大三回チャレンジする(1 attempt = 1 HTTP 往復)
        for (int attempt = 0; attempt < 3; attempt++) {
            try {
                // リクエスト body 組み立て(ツール定義なし)
                String reqBody = "{\"model\":\"" + LLM_MODEL
                        + "\",\"stream\":false"
                        + ",\"messages\":[" + initialMsg + "]}";

                // リクエスト送信
                HttpRequest req = HttpRequest.newBuilder()
                        .uri(URI.create(OLLAMA_URL + "/api/chat"))
                        .header("Content-Type", "application/json")
                        .POST(HttpRequest.BodyPublishers.ofString(reqBody))
                        .build();
                HttpResponse<String> resp = client.send(req, HttpResponse.BodyHandlers.ofString());

                if (resp.statusCode() != 200) {
                    System.err.println("Ollama HTTP エラー: " + resp.statusCode());
                    continue;
                }

                String body = resp.body();
                if (logWriter != null) {
                    logWriter.println("{\"request\":" + reqBody + ",\"response\":" + body + "}");
                }

                // レスポンスの message オブジェクトを抽出
                String assistantMsg = null;
                int msgKeyIdx = body.indexOf("\"message\":");
                if (msgKeyIdx >= 0) {
                    int braceIdx = body.indexOf("{", msgKeyIdx + 10);
                    if (braceIdx >= 0) assistantMsg = extractJsonObject(body, braceIdx);
                }
                if (assistantMsg == null) {
                    System.err.println("Ollama レスポンスに message フィールドがありません");
                    continue;
                }

                // content から座標を抽出して着手
                String content = extractStringField(assistantMsg, "\"content\"");
                int thinkEnd = content.indexOf("</think>");
                String moveArea = thinkEnd >= 0 ? content.substring(thinkEnd + 8) : content;

                Matcher mv = Pattern.compile("[a-h][1-8]").matcher(moveArea);
                List<String> candidates = new ArrayList<>();
                while (mv.find()) candidates.add(mv.group());
                for (int i = candidates.size() - 1; i >= 0; i--) {
                    int col = "abcdefgh".indexOf(candidates.get(i).charAt(0));
                    int row = "12345678".indexOf(candidates.get(i).charAt(1));
                    if (canPlace(row, col, board, turn)) {
                        place(row, col, board, turn);
                        return;
                    }
                }

            } catch (Exception e) {
                System.err.println("Ollama リクエストエラー: " + e.getMessage());
            }
        }

        // フォールバック: ランダムに打つ
        System.err.println("LLM から有効な手を取得できなかったため,ランダムに打ちます");
        random(board, turn);
    }

    /**
     * 全合法手のシミュレーション結果をテキスト形式でまとめて返す.
     * LLM への初回メッセージに含め,ツール呼び出しなしで判断できるようにする.
     * @param board ビットボード
     * @param turn  手番(false=黒, true=白)
     * @return 全合法手のシミュレーション結果テキスト
     */
    private String buildAllSimResults(long[] board, boolean turn) {
        StringBuilder sb = new StringBuilder();
        sb.append("## 全合法手のシミュレーション結果\n");
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                if (!canPlace(row, col, board, turn)) continue;
                String coord = coordToStr(row, col);
                SimulateResult res = simulateMove(board, turn, coord);
                sb.append("- ").append(coord).append(": ");
                sb.append("自石").append(res.myStones);
                sb.append(", 相石").append(res.opponentStones);
                sb.append(", 反転[").append(String.join(",", res.flipped)).append("]");
                sb.append(", 相手の次の手[").append(String.join(",", res.opponentValidMoves))
                  .append("](").append(res.opponentValidMoves.size()).append("手)");
                sb.append(", 安定石+").append(res.stableGained).append("\n");
            }
        }
        return sb.toString();
    }

さて,ではこれで他の思考方法との対戦をやってみましょう.
取れる手数がたくさんある場合には,その全てに対してツール呼び出しとかもできていない状況でしたからね.
これで速くなって,プラスで強くなってくれたら御の字です.

対戦結果がこちら.

[N_HAND] 完了 黒 1勝0敗0分 白 1勝0敗0分 | 経過 20m12s 残り約 60m36s   
[N_LEAST] 完了 黒 1勝0敗0分 白 0勝1敗0分 | 経過 33m54s 残り約 33m54s   
[N_MOST] 完了 黒 1勝0敗0分 白 1勝0敗0分 | 経過 50m54s 残り約 16m58s   
[RANDOM] 完了 黒 1勝0敗0分 白 1勝0敗0分) | 経過 70m05s 残り約 0m00s

つ,つえー!!!
ほぼ完勝じゃないですか.
さすがに深さ優先探索アルゴリズムの中で最強のnleastには一敗していますが,それ以外の試合は全て勝利.
さらに,前回の記事では二時間以上かかっていた試合時間もおおよそ70分に短縮.
くわえて,前回カットした部分ではあるのですが,前回の対戦では有効な手を取得できずにランダムで打つことが四回くらいありました.しかし今回はそれが一切なし! LLMが考えた手を毎回打てているという事です.

思考がシステムプロンプトによって固定されている

次の課題はこれですね.「こういう風に打ちなさい」を全部指定しているので,それがバレている相手(僕)が対戦相手だと弱いです.
その対策として,システムプロンプトの修正案をいくつか考えてみます.

  • 定石もある程度教えはするが,「絶対に従う必要はなく臨機応変に打ってね」とも伝える
    ※一番楽だが,強くなるかどうかは不明.モデル性能に依存する?
  • 相手のターンの時に,「相手がどう打つか」を予想する.その予想と実際に相手が打ってきた手を比べて,相手の戦略を読む
    ※面白そうだが,思考時間が単純計算で倍に
  • 相手が打ってきた手についての情報も与えて,相手の戦略をまず予想するようにする
    ※一番現実的かも.思考時間はそんなに伸びないと思う.その割に効果はありそう.モデル性能次第だが…

注釈に書いている通り,三番目の案がいいんじゃないかなーと思います.
その際,相手の取れる手数やそこに置いた時にどうなるかの情報を渡した方がLLMの推論負荷も減りそうに思いますが,いったん「頑張って想像して」だけで済ませることにします.

ただし,単に「相手の戦略を予想する」といっても難しいです.
一ターン分の情報から判断できるわけはないので,それまで相手が取ってきた履歴を取らないといけなくなってしまいます.しかし,それでは情報量が多すぎる.
じゃあ数ターン分渡すか?
とも考えたのですが,やっぱりたかが数ターンで相手の戦略なんて分かるはずもないと思います.
結局,ゴミのような情報が溜まっていくだけで大して意味なんてなさそう.

ということで,一番上の「臨機応変に打ってね」をやってみることにします.
それだけだと味気ないので,「今の盤面や状況に応じてどの判断基準を重視するかを自分で決定してね」の文言を入れます.

最終的に,システムプロンプトはこうなりました.

Modelfile
FROM gemma4:e4b

SYSTEM """あなたはオセロ(リバーシ)の AI プレイヤーです.
盤面と全合法手のシミュレーション結果が提供されます.それを分析して最善の手を選んでください.

# 座標の記法(重要)
列は a〜h(左から),行は 1〜8(上から).例: 左から4列目・上から3行目 = d3
- B = 自分の石,W = 相手の石,. = 空きマス
- 最終回答はこの形式(例: d3)を使う

# ポジションの重要度

## 角(最重要)
a1, h1, a8, h8 — 一度取れば絶対にひっくり返せない永続的な安定石.取れる機会があれば最優先.

## 避けるべきマス
- X位置(b2, g2, b7, g7): 角の斜め隣.自分が置くと相手に角を取られやすい
- C位置(a2, b1, h2, g1, a7, b8, h7, g8): 角の縦横隣.角を渡すリスクが高い

## 辺(端行・端列)
安定石の基点になりうる.ただし C位置を相手に渡さない形であること.

# 局面別の方針
- 序盤(〜20手目): 石数より相手の手数を減らすことを優先
- 中盤(20〜40手目): 辺・角への布石,安定石の増加を意識
- 終盤(40手目〜): 石数最大化,安定石の確保

# 提供されるシミュレーション結果の形式

各合法手について以下の形式で結果が提供される:
- 座標: 自石数, 相石数, 反転した石のリスト, 相手の次の手一覧(手数), 安定石増加数

各項目の意味:
- 反転: この手でひっくり返す相手の石
- 相手の次の手: 少ないほど相手を追い詰められる
- 安定石増加数: 大きいほど盤面が安定する

# 考慮すべき要素
以下の要素を総合的に判断して最善手を選ぶこと.局面によって重みは異なる.

- 角(a1/h1/a8/h8)を確保できるか
- 相手に角を渡すリスクはないか(相手の次の手に角が含まれるか)
- 安定石はどれだけ増えるか
- 相手の手数を制限できるか
- 自分の手数を広げられるか(序盤・中盤では特に重要)
- 自分の石数(終盤では重要)

# 思考手順
まず現在の盤面・状況(序盤か終盤か,石数差,危険な位置への接近など)を把握し,
どの要素を重視すべきかを自分で判断すること.
その上でシミュレーション結果を比較し,最善手を選ぶこと.

# 回答形式(厳守)
thinking が終わったら,選んだ座標を "d3" のような形式で1つだけ出力すること.
説明文・理由・その他の文章は一切不要.座標のみ."""

さあ,これで実際に各思考方法と対戦させてみましょう.
結果がこちら.

[N_HAND] 完了 黒 0勝1敗0分 白 1勝0敗0分 | 経過 18m48s 残り約 56m24s   
[N_LEAST] 完了 黒 0勝1敗0分 白 0勝1敗0分 | 経過 31m26s 残り約 31m26s   
[N_MOST] 完了 黒 1勝0敗0分 白 0勝1敗0分 | 経過 47m11s 残り約 15m43s   
[RANDOM] 完了 黒 1勝0敗0分 白 1勝0敗0分) | 経過 64m41s 残り約 0m00s

あれ,弱くなってる?
対戦にかかる時間は五分ほど短くなったものの,さっき対戦してもらった時よりも黒星が多くなってしまいました.

これは,システムプロンプトに手を加えたのが逆効果だったとみるべきか.
しかし,試合回数が圧倒的に少ないので何とも言えないですね.

しかしClaudeが言うには,システムプロンプトを変更したことで以下の点で弱くなっている可能性があるとのこと.

  • 今までは角を取る戦略が絶対だったが,今は状況に応じてなので角を絶対視しなくなった
  • 取るべき方針から考えなくてはいけなくなったので,考える量が増えた

二つ目については定量的に判断することが難しいので,まず一つ目について.
「次の手で角が取れる!」という状況において,どのくらい角を取っているかを調べてみました.
入力で「次に取れる手一覧」を与えており,出力で「じゃあこの場所に置くね」を返しているログをすべて保存しているので,それを解析するだけでOKです.
結果がこちら.
corner_rate.png

確かに,角を取ることをあまり絶対視しなくなったように見えます.
というかそもそも「次のターンで角を取れる!」という状況自体が少なくなっています.

ただし,試合数が少ない,かつ負けた試合の数が多いので,グラフ作成に使ったデータ自体が偏っているという見方もできると思います.
さらには,システムプロンプト修正前であってもそんなに角を重要視していないことも気になります.「次のターンで角を取れる」という状況であっても4割強は無視していますからね.

身も蓋もないですが,「データ数が少なすぎて何も分からない」としか言いようがないですね.
しかし修正前ですら角をそんなに重要視していないのだから,一つ目の「角を取ることを絶対視しなくなった」は無視できる要因だと思います.

となると,二つ目に考えられる原因,「考えることが増えた」はある気がします.
しかしこれを否定してしまったら「臨機応変に石を置く」方針自体を否定することになりますね.
つまり,最初のシステムプロンプトの方が強かった,という結論になります.残念ですが.

う~ん…なんというか….
「データ不足」が全ての足を引っ張っている感じがするので,更なる高速化を目指すしかないかなって思いますね.

フルバージョン

分析に使ったipynbソースはここに貼りますね.

analysis.ipynb
analysis.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "dfaff8c2",
   "metadata": {},
   "source": [
    "# import文"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3ec95889",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import os\n",
    "import re\n",
    "from glob import glob\n",
    "\n",
    "import pandas as pd\n",
    "from pandas.plotting import parallel_coordinates\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "442876e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# グラフ関係の設定\n",
    "sns.set()\n",
    "plt.rcParams[\"font.family\"] = \"Meiryo\"  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26745220",
   "metadata": {},
   "source": [
    "# 58で対戦した時のログを分析する"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "fc140047",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "総行数: 1570\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>file</th>\n",
       "      <th>line_idx</th>\n",
       "      <th>msgs_len</th>\n",
       "      <th>is_session_start</th>\n",
       "      <th>board_text</th>\n",
       "      <th>legal_count</th>\n",
       "      <th>tool_calls</th>\n",
       "      <th>final_move</th>\n",
       "      <th>total_duration_ns</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>eval_N_HAND_b_1_20260430_093141.jsonl</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>True</td>\n",
       "      <td>a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td></td>\n",
       "      <td>8822755400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>eval_N_HAND_b_1_20260430_093141.jsonl</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>False</td>\n",
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       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td></td>\n",
       "      <td>472318100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>eval_N_HAND_b_1_20260430_093141.jsonl</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>False</td>\n",
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       "      <td>438710800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>eval_N_HAND_b_1_20260430_093141.jsonl</td>\n",
       "      <td>3</td>\n",
       "      <td>7</td>\n",
       "      <td>False</td>\n",
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       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td></td>\n",
       "      <td>430507300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>eval_N_HAND_b_1_20260430_093141.jsonl</td>\n",
       "      <td>4</td>\n",
       "      <td>9</td>\n",
       "      <td>False</td>\n",
       "      <td>a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>d3</td>\n",
       "      <td>13541419400</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    file  line_idx  msgs_len  \\\n",
       "0  eval_N_HAND_b_1_20260430_093141.jsonl         0         1   \n",
       "1  eval_N_HAND_b_1_20260430_093141.jsonl         1         3   \n",
       "2  eval_N_HAND_b_1_20260430_093141.jsonl         2         5   \n",
       "3  eval_N_HAND_b_1_20260430_093141.jsonl         3         7   \n",
       "4  eval_N_HAND_b_1_20260430_093141.jsonl         4         9   \n",
       "\n",
       "   is_session_start                                         board_text  \\\n",
       "0              True    a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....   \n",
       "1             False    a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....   \n",
       "2             False    a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....   \n",
       "3             False    a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....   \n",
       "4             False    a b c d e f g h\\n1 . . . . . . . . \\n2 . . ....   \n",
       "\n",
       "   legal_count  tool_calls final_move  total_duration_ns  \n",
       "0            4           1                    8822755400  \n",
       "1            4           1                     472318100  \n",
       "2            4           1                     438710800  \n",
       "3            4           1                     430507300  \n",
       "4            4           0         d3        13541419400  "
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 対戦途中で終わっているデータなので除外\n",
    "EXCLUDE = {\n",
    "    \"eval_N_HAND_b_1_20260430_085350.jsonl\",\n",
    "    \"eval_N_HAND_b_1_20260430_091810.jsonl\",\n",
    "}\n",
    "\n",
    "# ログデータ(一行ずつ)\n",
    "rows = []\n",
    "\n",
    "# 全てのログファイルを走査\n",
    "for filepath in sorted(glob(\"../58/log/*.jsonl\")):\n",
    "    # 対戦途中で終わっているデータは除外\n",
    "    filename = os.path.basename(filepath)\n",
    "    if filename in EXCLUDE:\n",
    "        continue\n",
    "\n",
    "    # ファイルオープン\n",
    "    with open(filepath, \"r\", encoding=\"utf-8\") as fp:\n",
    "        # 一行ずつ確認\n",
    "        for line_idx, line in enumerate(fp):\n",
    "            entry = json.loads(line)\n",
    "            req = entry[\"request\"]\n",
    "            resp = entry[\"response\"]\n",
    "\n",
    "            msgs = req[\"messages\"]\n",
    "            msgs_len = len(msgs)\n",
    "            board_text = msgs[0][\"content\"]  # リクエストで与えている盤面情報\n",
    "\n",
    "            # その盤面で置ける位置を確認\n",
    "            m = re.search(r\"置ける位置: (.+)\", board_text)\n",
    "            legal_moves = m.group(1).split(\", \") if m else []\n",
    "            legal_count = len(legal_moves)\n",
    "\n",
    "            # ツール呼び出し回数を取得.また,最終回答かどうかを確認して取得\n",
    "            msg_out = resp.get(\"message\", {})\n",
    "            tool_calls_list = msg_out.get(\"tool_calls\", [])\n",
    "            tool_calls = len(tool_calls_list)\n",
    "            final_move = msg_out.get(\"content\", \"\") if tool_calls == 0 else \"\"\n",
    "\n",
    "            # ログデータに追加\n",
    "            rows.append({\n",
    "                \"file\": filename,\n",
    "                \"line_idx\": line_idx,\n",
    "                \"msgs_len\": msgs_len,\n",
    "                \"is_session_start\": msgs_len == 1,\n",
    "                \"board_text\": board_text,\n",
    "                \"legal_count\": legal_count,\n",
    "                \"tool_calls\": tool_calls,\n",
    "                \"final_move\": final_move,\n",
    "                \"total_duration_ns\": resp.get(\"total_duration\", 0),\n",
    "            })\n",
    "\n",
    "df = pd.DataFrame(rows)\n",
    "print(f\"総行数: {len(df)}\")\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "b1c2d3e4",
   "metadata": {},
   "outputs": [
    {
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       "      <td>True</td>\n",
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       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      ],
      "text/plain": [
       "                                     file  line_idx  msgs_len  \\\n",
       "0   eval_N_HAND_b_1_20260430_093141.jsonl         0         1   \n",
       "1   eval_N_HAND_b_1_20260430_093141.jsonl         1         3   \n",
       "2   eval_N_HAND_b_1_20260430_093141.jsonl         2         5   \n",
       "3   eval_N_HAND_b_1_20260430_093141.jsonl         3         7   \n",
       "4   eval_N_HAND_b_1_20260430_093141.jsonl         4         9   \n",
       "5   eval_N_HAND_b_1_20260430_093141.jsonl         5         1   \n",
       "6   eval_N_HAND_b_1_20260430_093141.jsonl         6         3   \n",
       "7   eval_N_HAND_b_1_20260430_093141.jsonl         7         5   \n",
       "8   eval_N_HAND_b_1_20260430_093141.jsonl         8         7   \n",
       "9   eval_N_HAND_b_1_20260430_093141.jsonl         9         9   \n",
       "10  eval_N_HAND_b_1_20260430_093141.jsonl        10         1   \n",
       "11  eval_N_HAND_b_1_20260430_093141.jsonl        11         3   \n",
       "12  eval_N_HAND_b_1_20260430_093141.jsonl        12         5   \n",
       "13  eval_N_HAND_b_1_20260430_093141.jsonl        13         7   \n",
       "14  eval_N_HAND_b_1_20260430_093141.jsonl        14         1   \n",
       "15  eval_N_HAND_b_1_20260430_093141.jsonl        15         3   \n",
       "16  eval_N_HAND_b_1_20260430_093141.jsonl        16         5   \n",
       "17  eval_N_HAND_b_1_20260430_093141.jsonl        17         7   \n",
       "18  eval_N_HAND_b_1_20260430_093141.jsonl        18         9   \n",
       "19  eval_N_HAND_b_1_20260430_093141.jsonl        19         1   \n",
       "\n",
       "    is_session_start  move_id  session_id  \n",
       "0               True        1           1  \n",
       "1              False        1           1  \n",
       "2              False        1           1  \n",
       "3              False        1           1  \n",
       "4              False        1           1  \n",
       "5               True        2           1  \n",
       "6              False        2           1  \n",
       "7              False        2           1  \n",
       "8              False        2           1  \n",
       "9              False        2           1  \n",
       "10              True        3           1  \n",
       "11             False        3           1  \n",
       "12             False        3           1  \n",
       "13             False        3           1  \n",
       "14              True        4           1  \n",
       "15             False        4           1  \n",
       "16             False        4           1  \n",
       "17             False        4           1  \n",
       "18             False        4           1  \n",
       "19              True        5           1  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 盤面ごとにID付与\n",
    "df[\"move_id\"] = (\n",
    "    df.groupby(\"file\")[\"board_text\"]\n",
    "    .transform(lambda s: (s != s.shift()).cumsum())\n",
    ")\n",
    "\n",
    "# セッションごとにID付与\n",
    "df[\"session_id\"] = (\n",
    "    df.groupby([\"file\", \"move_id\"])[\"is_session_start\"]\n",
    "    .transform(\"cumsum\")\n",
    ")\n",
    "\n",
    "df[[\"file\", \"line_idx\", \"msgs_len\", \"is_session_start\", \"move_id\", \"session_id\"]].head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "f5a6b7c8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "=== 指標 1: 1 手あたりのセッション数 ===\n",
      "count    292.000000\n",
      "mean       1.164384\n",
      "std        0.454491\n",
      "min        1.000000\n",
      "25%        1.000000\n",
      "50%        1.000000\n",
      "75%        1.000000\n",
      "max        3.000000\n",
      "Name: n_sessions, dtype: float64\n",
      "\n",
      "分布:\n",
      "n_sessions\n",
      "1    254\n",
      "2     28\n",
      "3     10\n",
      "Name: count, dtype: int64\n",
      "\n",
      "=== 指標 2: 1 セッションあたりのターン数 ===\n",
      "count    340.000000\n",
      "mean       4.617647\n",
      "std        2.236921\n",
      "min        1.000000\n",
      "25%        3.000000\n",
      "50%        4.000000\n",
      "75%        6.000000\n",
      "max       10.000000\n",
      "Name: n_turns, dtype: float64\n",
      "\n",
      "分布:\n",
      "n_turns\n",
      "1     12\n",
      "2     47\n",
      "3     43\n",
      "4     99\n",
      "5     51\n",
      "6     24\n",
      "7     16\n",
      "8     20\n",
      "9     12\n",
      "10    16\n",
      "Name: count, dtype: int64\n",
      "\n",
      "=== 指標 3: ツール呼び出し / 合法手 比 ===\n",
      "count    340.000000\n",
      "mean       0.586787\n",
      "std        0.378992\n",
      "min        0.000000\n",
      "25%        0.250000\n",
      "50%        0.477273\n",
      "75%        1.000000\n",
      "max        1.333333\n",
      "Name: tool_per_legal, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "# 手数ごとにセッション数をカウントする\n",
    "sessions_per_move = (\n",
    "    df.groupby([\"file\", \"move_id\"])[\"is_session_start\"].sum().reset_index()\n",
    "    .rename(columns={\"is_session_start\": \"n_sessions\"})\n",
    ")\n",
    "# その時の相手\n",
    "sessions_per_move[\"opponent\"] = (\n",
    "    sessions_per_move[\"file\"].str.extract(r\"eval_(.+?)_[bw]_\\d\").fillna(\"match\")\n",
    ")\n",
    "\n",
    "# セッションごとのリクエスト数\n",
    "turns_per_session = (\n",
    "    df.groupby([\"file\", \"move_id\", \"session_id\"]).size().reset_index(name=\"n_turns\")\n",
    ")\n",
    "\n",
    "# セッションごとのツール呼び出し数\n",
    "tool_ratio = (\n",
    "    df.groupby([\"file\", \"move_id\", \"session_id\"])\n",
    "    # そのセッションでのツール呼び出し回数の合計と,その盤面の時置ける位置を取得\n",
    "    .agg(tool_total=(\"tool_calls\", \"sum\"), legal=(\"legal_count\", \"first\"))\n",
    "    # 置ける位置当たりのツール呼び出し回数を計算\n",
    "    .assign(tool_per_legal=lambda x: x[\"tool_total\"] / x[\"legal\"].replace(0, float(\"nan\")))\n",
    "    .reset_index()\n",
    ")\n",
    "\n",
    "print(\"=== 指標 1: 1 手あたりのセッション数 ===\")\n",
    "print(sessions_per_move[\"n_sessions\"].describe())\n",
    "print()\n",
    "print(\"分布:\")\n",
    "print(sessions_per_move[\"n_sessions\"].value_counts().sort_index())\n",
    "\n",
    "print()\n",
    "print(\"=== 指標 2: 1 セッションあたりのターン数 ===\")\n",
    "print(turns_per_session[\"n_turns\"].describe())\n",
    "print()\n",
    "print(\"分布:\")\n",
    "print(turns_per_session[\"n_turns\"].value_counts().sort_index())\n",
    "\n",
    "print()\n",
    "print(\"=== 指標 3: ツール呼び出し / 合法手 比 ===\")\n",
    "print(tool_ratio[\"tool_per_legal\"].describe())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d9e0f1a2",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1500x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n",
    "\n",
    "axes[0].hist(sessions_per_move[\"n_sessions\"], bins=[0.5, 1.5, 2.5, 3.5], rwidth=0.7)\n",
    "axes[0].set_title(\"1 手あたりのセッション数\")\n",
    "axes[0].set_xlabel(\"セッション数\")\n",
    "axes[0].set_xticks([1, 2, 3])\n",
    "\n",
    "axes[1].hist(turns_per_session[\"n_turns\"], bins=range(1, 12), align=\"left\", rwidth=0.7)\n",
    "axes[1].set_title(\"1 セッションあたりのターン数\")\n",
    "axes[1].set_xlabel(\"ターン数\")\n",
    "\n",
    "axes[2].hist(tool_ratio[\"tool_per_legal\"].dropna(), bins=20)\n",
    "axes[2].set_title(\"ツール呼び出し / 合法手 比\")\n",
    "axes[2].set_xlabel(\"比率\")\n",
    "\n",
    "plt.tight_layout()\n",
    "os.makedirs(\"img\", exist_ok=True)\n",
    "plt.savefig(\"img/log_analysis.png\", dpi=150, bbox_inches=\"tight\")\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "bb9fca73",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x600 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 手ごとに合計ターン数・合計ツール呼び出し数・合計処理時間を集計し sessions_per_move と結合\n",
    "\n",
    "# 手ごとのターン数\n",
    "move_total_turns = (\n",
    "    turns_per_session.groupby([\"file\", \"move_id\"])[\"n_turns\"].sum().reset_index(name=\"total_turns\")\n",
    ")\n",
    "# 手ごとのツール呼び出し回数\n",
    "move_total_tools = (\n",
    "    tool_ratio.groupby([\"file\", \"move_id\"])[\"tool_total\"].sum().reset_index(name=\"total_tool_calls\")\n",
    ")\n",
    "# 手ごとにかかった時間(単位は秒)\n",
    "move_total_time = (\n",
    "    df.groupby([\"file\", \"move_id\"])[\"total_duration_ns\"].sum() / 1e9\n",
    ").reset_index(name=\"total_duration_s\")\n",
    "\n",
    "move_stats = (\n",
    "    sessions_per_move\n",
    "    .merge(move_total_turns, on=[\"file\", \"move_id\"])\n",
    "    .merge(move_total_tools, on=[\"file\", \"move_id\"])\n",
    "    .merge(move_total_time, on=[\"file\", \"move_id\"])\n",
    ")\n",
    "\n",
    "# ---- 平行座標プロット ----\n",
    "cols_plot = [\"n_sessions\", \"total_turns\", \"total_tool_calls\", \"total_duration_s\"]\n",
    "col_labels = [\"セッション数\", \"総会話回数\", \"総ツール呼び出し\", \"処理時間 (s)\"]\n",
    "N = len(cols_plot)\n",
    "\n",
    "mins = move_stats[cols_plot].min()\n",
    "maxs = move_stats[cols_plot].max()\n",
    "\n",
    "# 線の描画のみに使う正規化データ(ylim は各 twinx が担う)\n",
    "df_norm = move_stats[cols_plot].copy()\n",
    "for col in cols_plot:\n",
    "    df_norm[col] = (df_norm[col] - mins[col]) / (maxs[col] - mins[col] + 1e-10)\n",
    "\n",
    "opponents = sorted(move_stats[\"opponent\"].unique())\n",
    "palette = dict(zip(opponents, sns.color_palette(\"Set1\", len(opponents))))\n",
    "\n",
    "fig, host = plt.subplots(figsize=(14, 6))\n",
    "host.set_xlim(0, N - 1)\n",
    "host.set_ylim(0, 1)\n",
    "host.set_yticks([])\n",
    "for sp in host.spines.values():\n",
    "    sp.set_visible(False)\n",
    "\n",
    "# 各変数ごとに独立スケールの y 軸を作成\n",
    "for i, col in enumerate(cols_plot):\n",
    "    ax = host.twinx()\n",
    "    ax.set_ylim(mins[col], maxs[col])\n",
    "    ax.patch.set_visible(False)\n",
    "    for sp in ax.spines.values():\n",
    "        sp.set_visible(False)\n",
    "    if i == 0:\n",
    "        ax.spines[\"left\"].set_visible(True)\n",
    "        ax.yaxis.set_ticks_position(\"left\")\n",
    "    else:\n",
    "        ax.spines[\"right\"].set_visible(True)\n",
    "        ax.spines[\"right\"].set_position((\"axes\", i / (N - 1)))\n",
    "        ax.yaxis.set_ticks_position(\"right\")\n",
    "\n",
    "# 全ライン(薄く)\n",
    "for idx in move_stats.index:\n",
    "    opp = move_stats.loc[idx, \"opponent\"]\n",
    "    ys = df_norm.loc[idx, cols_plot].values\n",
    "    host.plot(range(N), ys, color=palette[opp], alpha=0.15, linewidth=1)\n",
    "\n",
    "# 各相手の中央値ラインを太く重ねる\n",
    "for opp in opponents:\n",
    "    mask = move_stats[\"opponent\"] == opp\n",
    "    median_ys = df_norm[mask][cols_plot].median().values\n",
    "    host.plot(range(N), median_ys, color=palette[opp], linewidth=3,\n",
    "              label=f\"{opp} (中央値)\", alpha=0.95)\n",
    "\n",
    "# 縦線\n",
    "for i in range(N):\n",
    "    host.axvline(x=i, color=\"gray\", linewidth=0.8, zorder=0)\n",
    "\n",
    "host.set_xticks(range(N))\n",
    "host.set_xticklabels(col_labels)\n",
    "host.legend(title=\"対戦相手\", bbox_to_anchor=(1.20, 1), loc=\"upper left\")\n",
    "host.set_title(\"対戦相手別の思考コスト比較(平行座標プロット)\")\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"img/parallel_coords.png\", dpi=150, bbox_inches=\"tight\")\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5023f59",
   "metadata": {},
   "source": [
    "## 散布図行列"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "ca6a56a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1248.38x1250 with 30 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# セッションごとの処理時間を追加\n",
    "session_duration = (\n",
    "    df.groupby([\"file\", \"move_id\", \"session_id\"])[\"total_duration_ns\"].sum() / 1e9\n",
    ").reset_index(name=\"session_duration_s\")\n",
    "\n",
    "# セッションレベルのデータを結合(1セッション = 1行)\n",
    "session_stats = (\n",
    "    turns_per_session\n",
    "    .merge(\n",
    "        tool_ratio[[\"file\", \"move_id\", \"session_id\", \"tool_total\", \"legal\"]],\n",
    "        on=[\"file\", \"move_id\", \"session_id\"],\n",
    "    )\n",
    "    .merge(session_duration, on=[\"file\", \"move_id\", \"session_id\"])\n",
    "    .merge(sessions_per_move[[\"file\", \"move_id\", \"opponent\"]], on=[\"file\", \"move_id\"])\n",
    ")\n",
    "\n",
    "# 平行座標プロットと同じ色・同じ順序で palette を作成\n",
    "opponents_sorted = sorted(session_stats[\"opponent\"].unique())\n",
    "palette_map = dict(zip(opponents_sorted, sns.color_palette(\"Set1\", len(opponents_sorted))))\n",
    "\n",
    "# 散布図行列(opponent を色分けに使用)\n",
    "plot_df = session_stats[[\n",
    "    \"session_id\", \"n_turns\", \"tool_total\", \"legal\", \"session_duration_s\", \"opponent\"\n",
    "]].rename(columns={\n",
    "    \"session_id\": \"セッション番号\",\n",
    "    \"n_turns\": \"会話回数\",\n",
    "    \"tool_total\": \"ツール呼び出し回数\",\n",
    "    \"legal\": \"合法手数\",\n",
    "    \"session_duration_s\": \"処理時間 (s)\",\n",
    "    \"opponent\": \"対戦相手\",\n",
    "})\n",
    "\n",
    "g = sns.pairplot(\n",
    "    plot_df,\n",
    "    hue=\"対戦相手\",\n",
    "    diag_kind=\"kde\",\n",
    "    plot_kws={\"alpha\": 0.4, \"s\": 20},\n",
    "    palette=palette_map,\n",
    "    height=2.5,\n",
    "    aspect=0.9,\n",
    ")\n",
    "\n",
    "# 凡例を下部に移動\n",
    "sns.move_legend(\n",
    "    g, \"lower center\",\n",
    "    bbox_to_anchor=(0.5, 0),\n",
    "    ncol=len(opponents_sorted),\n",
    "    title=\"対戦相手\",\n",
    "    frameon=True,\n",
    ")\n",
    "\n",
    "# タイトルと下部凡例のための余白を確保\n",
    "g.figure.subplots_adjust(top=0.94, bottom=0.12)\n",
    "g.figure.suptitle(\"散布図行列(セッション番号・会話回数・ツール呼び出し・合法手数・処理時間)\", y=0.97)\n",
    "\n",
    "g.figure.savefig(\"img/scatter_matrix.png\", dpi=150, bbox_inches=\"tight\")\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8fb908ce",
   "metadata": {},
   "source": [
    "### 散布図行列の考察\n",
    "\n",
    "#### 会話回数とツール呼び出し回数の強い正の相関\n",
    "\n",
    "最も顕著な傾向として,会話回数とツール呼び出し回数がほぼ完全な線形の相関を示している(対応セルの点が対角線状に並ぶ).\n",
    "これは「1ターンにつきツール呼び出しが1回,最後の1ターンだけ呼び出しなし(最終回答)」という実装構造を反映しており,実質的に「会話回数 ≒ ツール呼び出し回数 + 1」という関係になっている.\n",
    "対戦相手による差はほとんど見られず,全相手で一様な傾向である.\n",
    "\n",
    "#### セッション番号はほぼ 1 回目のみ\n",
    "\n",
    "セッション番号のKDE曲線を見ると,圧倒的に1回目(attempt 1)に集中している.\n",
    "数値集計(1: 254回,2: 28回,3: 10回)と合わせると,再試行(attempt 2以降)は全体の約13%に過ぎない.\n",
    "すなわち,処理時間の大半は「1セッションを何ターンで終わらせるか」に支配されており,セッション再試行自体はボトルネックになっていない.\n",
    "\n",
    "#### 合法手数と処理時間に明確な相関なし\n",
    "\n",
    "合法手数が多い局面(中盤)だからといって処理時間が長くなるわけではなく,両者の散布図には相関が見られない.\n",
    "つまり盤面の複雑さ(置ける手の多さ)よりも,LLMが何ターン思考するかの方が処理時間を左右している.\n",
    "\n",
    "#### 合法手数とツール呼び出し回数には弱い正の相関\n",
    "\n",
    "合法手数が多い局面ではツール呼び出し回数もやや増える傾向が散布図から読み取れる(明確な線形ではないが右肩上がりの傾向).\n",
    "全ての合法手をシミュレートするまで思考を続ける,あるいは手が多いほど迷いやすいという可能性が考えられる.\n",
    "\n",
    "#### 処理時間は対戦相手によって差がある\n",
    "\n",
    "処理時間の対角KDEを見ると,match(人間対戦)は分布が右側に広がっており,アルゴリズムAI相手より長い時間がかかる傾向がある.\n",
    "アルゴリズムAIとの対局は手が短く終わりやすい(勝負がつきやすい)という対局の性質の違いが影響している可能性がある."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cc201161",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 相関係数ヒートマップ\n",
    "\n",
    "# 相関係数を計算\n",
    "corr_cols = {\n",
    "    \"session_id\": \"セッション番号\",\n",
    "    \"n_turns\": \"会話回数\",\n",
    "    \"tool_total\": \"ツール呼び出し回数\",\n",
    "    \"legal\": \"合法手数\",\n",
    "    \"session_duration_s\": \"処理時間 (s)\",\n",
    "}\n",
    "corr_matrix = session_stats[list(corr_cols.keys())].rename(columns=corr_cols).corr()\n",
    "\n",
    "# 上三角(対角含む)をマスクして下三角のみ表示\n",
    "mask = np.triu(np.ones_like(corr_matrix, dtype=bool), k=1)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 7))\n",
    "sns.heatmap(\n",
    "    corr_matrix,\n",
    "    mask=mask,\n",
    "    annot=True,\n",
    "    fmt=\".2f\",\n",
    "    cmap=\"coolwarm\",\n",
    "    vmin=-1, vmax=1,\n",
    "    center=0,\n",
    "    square=True,\n",
    "    linewidths=0.5,\n",
    "    ax=ax,\n",
    ")\n",
    "ax.set_title(\"相関係数行列\")\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"img/correlation_matrix.png\", dpi=150, bbox_inches=\"tight\")\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "058ac877",
   "metadata": {},
   "source": [
    "## 59 ログの角取得率分析(システムプロンプト変更前後の比較)\n",
    "\n",
    "- **第1回**:事前バッチ化 + 厳格な優先度(タイムスタンプ 15xxxx〜16xxxx)\n",
    "- **第2回**:事前バッチ化 + 柔軟な判断(タイムスタンプ 17xxxx〜18xxxx)\n",
    "\n",
    "「角が合法手にある局面で,実際に角を選んだ割合」を第1回・第2回で比較する."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "51b1c4de",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "総手数: 456\n",
      "\n",
      "=== 角が取れる局面での取得率 ===\n",
      "             チャンス数  取得数  取得率_pct\n",
      "run                             \n",
      "第1回(厳格な優先度)     33   19     57.6\n",
      "第2回(柔軟な判断)      27   13     48.1\n"
     ]
    }
   ],
   "source": [
    "# 角の座標\n",
    "CORNERS = {\"a1\", \"h1\", \"a8\", \"h8\"}\n",
    "\n",
    "# ログファイル名から,どちらの思考方法なのかを判断する\n",
    "def get_run_label(filename):\n",
    "    # ファイル名末尾のタイムスタンプ(HHMMSS)で2回に分類\n",
    "    time_str = filename.split(\"_\")[-1].replace(\".jsonl\", \"\")\n",
    "    return \"第1回(厳格な優先度)\" if int(time_str) < 170000 else \"第2回(柔軟な判断)\"\n",
    "\n",
    "# 盤面情報\n",
    "records59 = []\n",
    "\n",
    "# 全てのログファイルでループ\n",
    "for filepath in sorted(glob(\"./log/*.jsonl\")):\n",
    "    filename = os.path.basename(filepath)\n",
    "    run = get_run_label(filename)\n",
    "    opponent = re.search(r\"eval_(.+?)_[bw]_\", filename)\n",
    "    opponent = opponent.group(1) if opponent else \"unknown\"\n",
    "\n",
    "    # ログファイル調査\n",
    "    with open(filepath, \"r\", encoding=\"utf-8\") as fp:\n",
    "        # 一行ずつループ\n",
    "        for line in fp:\n",
    "            entry = json.loads(line)\n",
    "            req = entry[\"request\"]\n",
    "            resp = entry[\"response\"]\n",
    "\n",
    "            # 盤面情報と置ける位置取得\n",
    "            board_text = req[\"messages\"][0][\"content\"]\n",
    "            m = re.search(r\"置ける位置: (.+)\", board_text)\n",
    "            legal_moves = m.group(1).split(\", \") if m else []\n",
    "\n",
    "            # 実際に選んだ位置を選択\n",
    "            chosen = resp.get(\"message\", {}).get(\"content\", \"\").strip()\n",
    "            # [a-h][1-8] 形式の座標のみ抽出(思考ゴミが混入しても安全)\n",
    "            mvs = re.findall(r\"[a-h][1-8]\", chosen)\n",
    "            chosen_coord = mvs[-1] if mvs else \"\"\n",
    "\n",
    "            records59.append({\n",
    "                \"run\": run,\n",
    "                \"opponent\": opponent,\n",
    "                \"legal_moves\": legal_moves,\n",
    "                \"corner_available\": any(mv in CORNERS for mv in legal_moves),\n",
    "                \"chosen\": chosen_coord,\n",
    "                \"corner_taken\": chosen_coord in CORNERS,\n",
    "            })\n",
    "\n",
    "df59 = pd.DataFrame(records59)\n",
    "print(f\"総手数: {len(df59)}\")\n",
    "\n",
    "# 角チャンスのある局面に絞って集計\n",
    "corner_df = df59[df59[\"corner_available\"]].copy()\n",
    "summary = (\n",
    "    corner_df.groupby(\"run\")\n",
    "    .agg(チャンス数=(\"corner_available\", \"sum\"), 取得数=(\"corner_taken\", \"sum\"))\n",
    "    .assign(取得率_pct=lambda x: (x[\"取得数\"] / x[\"チャンス数\"] * 100).round(1))\n",
    ")\n",
    "print(\"\\n=== 角が取れる局面での取得率 ===\")\n",
    "print(summary)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "ccff7bbc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
    "\n",
    "runs = summary.index.tolist()\n",
    "x = range(len(runs))\n",
    "\n",
    "# 左: チャンス数と取得数の棒グラフ\n",
    "axes[0].bar([i - 0.2 for i in x], summary[\"チャンス数\"], width=0.4, label=\"角チャンス数\")\n",
    "axes[0].bar([i + 0.2 for i in x], summary[\"取得数\"], width=0.4, label=\"実際に取得した数\")\n",
    "axes[0].set_xticks(list(x))\n",
    "axes[0].set_xticklabels(runs)\n",
    "axes[0].set_title(\"角チャンス数 vs 取得数\")\n",
    "axes[0].legend()\n",
    "\n",
    "# 右: 取得率\n",
    "bars = axes[1].bar(list(x), summary[\"取得率_pct\"], color=[\"steelblue\", \"tomato\"])\n",
    "axes[1].set_xticks(list(x))\n",
    "axes[1].set_xticklabels(runs)\n",
    "axes[1].set_ylim(0, 110)\n",
    "axes[1].set_ylabel(\"取得率 (%)\")\n",
    "axes[1].set_title(\"角の取得率比較\")\n",
    "for bar, val in zip(bars, summary[\"取得率_pct\"]):\n",
    "    axes[1].text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 2,\n",
    "                 f\"{val:.1f}%\", ha=\"center\", fontsize=11)\n",
    "\n",
    "plt.tight_layout()\n",
    "os.makedirs(\"img\", exist_ok=True)\n",
    "plt.savefig(\"img/corner_rate.png\", dpi=150, bbox_inches=\"tight\")\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ef2706b9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}

あとはJavaソース

Osero.java
Osero.java
import java.io.*;
import java.net.URI;
import java.net.http.*;
import java.util.*;
import java.util.function.BiConsumer;
import java.util.regex.*;

/**
 * オセロAIクラス.
 * ほぼ Qiita 記事の実装に準拠 (https://qiita.com/tt_and_tk/items/22641b036d3b1e5fdbca)
 * 記事と異なる点: DataGen 用に thinkAndGetMove() メソッドを追加している.
 */
public class Osero extends OseroBase {
    /** 思考方法の識別子. */
    public enum PlayMethod {
        /** ランダムに置く */
        RANDOM,
        /** n手先で,自分の石数が最大になる位置に置く */
        N_HAND,
        /** n手先で,相手の取れる手数が最小になる位置に置く */
        N_LEAST,
        /** n手先で,自分の取れる手数が最大になる位置に置く */
        N_MOST,
        /** 人間が手を選ぶ */
        HUMAN,
        /** ツールを利用した LLM(Ollama 経由)が手を選ぶ */
        LLM,
    }

    /** 探索深さ.[0]=黒, [1]=白 */
    protected int[] readGoal = {3, 3};

    /** 黒と白の思考方法 */
    protected ArrayList<BiConsumer<long[], Boolean>> playMethod = new ArrayList<>();

    /** LLM プレイヤーが使用する Ollama モデル名 */
    protected static final String LLM_MODEL  = "gemma4-osero-tool";
    /** Ollama API の URL */
    protected static final String OLLAMA_URL = "http://localhost:11434";
    /** 人間プレイヤー入力用 */
    protected static final Scanner scanner   = new Scanner(System.in);
    /** LLM の API 往復ログの出力先.null の場合はログを出力しない */
    private PrintWriter logWriter = null;

    /**
     * LLM の API 往復ログの出力先を設定する.
     * @param w ログの出力先
     */
    public void setLogWriter(PrintWriter w) { this.logWriter = w; }

    /**
     * LLM の API 往復ログの出力先をリセットする(null に戻す).
     */
    public void resetLogWriter() { this.logWriter = null; }

    /**
     * 探索深さを設定する.
     * @param black 黒番の探索手数
     * @param white 白番の探索手数
     */
    public void setReadGoal(int black, int white) {
        this.readGoal[0] = black;
        this.readGoal[1] = white;
    }

    /**
     * 黒・白それぞれの思考方法を設定する.
     * @param black 黒番の思考方法
     * @param white 白番の思考方法
     */
    public void setPlayMethod(PlayMethod black, PlayMethod white) {
        this.playMethod.clear();
        this.playMethod.add(this.resolvePlayMethod(black));
        this.playMethod.add(this.resolvePlayMethod(white));
    }

    /**
     * PlayMethod enum を実際の思考メソッドに紐づく関数参照へ変換する.
     * setPlayMethod から呼ばれ,playMethod フィールドに格納する関数を作る.
     * @param algo 変換対象の思考方法
     * @return 指定した思考方法に対応する関数
     */
    protected BiConsumer<long[], Boolean> resolvePlayMethod(PlayMethod algo) {
        switch (algo) {
            case RANDOM:  return this::random;
            case N_HAND:  return this::nHand;
            case N_LEAST: return this::nLeast;
            case N_MOST:  return this::nMost;
            case HUMAN:   return this::human;
            case LLM:     return this::llm;
            default: throw new IllegalArgumentException("unknown algorithm: " + algo);
        }
    }

    // ── 盤面テキスト変換 ──────────────────────────────────────

    /**
     * 座標を "d3" 形式の文字列に変換する.
     * @param row 行インデックス(0〜7)
     * @param col 列インデックス(0〜7)
     * @return "a1"〜"h8" 形式の文字列
     */
    public String coordToStr(int row, int col) {
        return String.valueOf("abcdefgh".charAt(col)) + (row + 1);
    }

    /**
     * ビットボードをテキスト形式に変換する.
     * 盤面・手番・置ける位置の一覧を含む.
     * @param board ビットボード
     * @param turn  手番(false=黒, true=白)
     * @return 盤面テキスト
     */
    public String boardToText(long[] board, boolean turn) {
        StringBuilder sb = new StringBuilder();
        sb.append("  a b c d e f g h\n");
        for (int row = 0; row < SIZE; row++) {
            sb.append(row + 1).append(" ");
            for (int col = 0; col < SIZE; col++) {
                long bit = 1L << ((row << ROW_SHIFT) + col);
                if      ((board[0] & bit) != 0) sb.append("B ");
                else if ((board[1] & bit) != 0) sb.append("W ");
                else                             sb.append(". ");
            }
            sb.append("\n");
        }
        sb.append(turn ? "白" : "黒").append("の手番\n");
        List<String> validMoves = new ArrayList<>();
        for (int row = 0; row < SIZE; row++)
            for (int col = 0; col < SIZE; col++)
                if (canPlace(row, col, board, turn)) validMoves.add(coordToStr(row, col));
        sb.append("置ける位置: ").append(String.join(", ", validMoves));
        return sb.toString();
    }

    // ── AI 戦略メソッド ────────────────────────────────────────

    /**
     * ランダムに有効な手を選ぶ.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void random(long[] board, boolean turn) {
        int row, col;
        do {
            row = OseroBase.rand.nextInt(SIZE);
            col = OseroBase.rand.nextInt(SIZE);
        } while (!canPlace(row, col, board, turn));
        place(row, col, board, turn);
    }

    /**
     * n手先の自分の石数が最大になる手を選ぶ.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     *
     */
    public void nHand(long[] board, boolean turn) {
        this.exploreAssist(board, turn, this::exploreNHand);
    }

    /**
     * n手先の相手の手数が最小になる手を選ぶ.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void nLeast(long[] board, boolean turn) {
        this.exploreAssist(board, turn, this::exploreNLeast);
    }

    /**
     * n手先の自分の手数が最大になる手を選ぶ.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void nMost(long[] board, boolean turn) {
        this.exploreAssist(board, turn, this::exploreNMost);
    }

    // ── 人間・LLM プレイヤー ──────────────────────────────────

    /**
     * 人間が手を選ぶ.盤面を表示して標準入力から "d3" 形式で受け付ける.
     * 無効な入力は再入力を促す.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void human(long[] board, boolean turn) {
        while (true) {
            System.out.print("手を入力してください (例: d3): ");
            String input = scanner.nextLine().trim().toLowerCase();
            if (input.length() == 2) {
                int col = "abcdefgh".indexOf(input.charAt(0));
                int row = "12345678".indexOf(input.charAt(1));
                if (col >= 0 && row >= 0 && canPlace(row, col, board, turn)) {
                    place(row, col, board, turn);
                    return;
                }
            }
            System.out.println("無効な手です.有効な手を選んでください.");
        }
    }

    /**
     * Ollama 経由で LLM に手を問い合わせる.
     * 全合法手のシミュレーション結果を事前計算して初回メッセージに含め,
     * ツール呼び出しなしで 1 往復の API コールで着手を得る.
     * 最大 3 回リトライし,全失敗時はランダムにフォールバックする.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     */
    public void llm(long[] board, boolean turn) {
        // 全合法手のシミュレーション結果を事前計算してメッセージに含める
        String boardAndResults = boardToText(board, turn) + "\n\n" + buildAllSimResults(board, turn);
        final String initialMsg = "{\"role\":\"user\",\"content\":\""
                + escapeForJson(boardAndResults) + "\"}";
        HttpClient client = HttpClient.newHttpClient();

        // 最大三回チャレンジする(1 attempt = 1 HTTP 往復)
        for (int attempt = 0; attempt < 3; attempt++) {
            try {
                // リクエスト body 組み立て(ツール定義なし)
                String reqBody = "{\"model\":\"" + LLM_MODEL
                        + "\",\"stream\":false"
                        + ",\"messages\":[" + initialMsg + "]}";

                // リクエスト送信
                HttpRequest req = HttpRequest.newBuilder()
                        .uri(URI.create(OLLAMA_URL + "/api/chat"))
                        .header("Content-Type", "application/json")
                        .POST(HttpRequest.BodyPublishers.ofString(reqBody))
                        .build();
                HttpResponse<String> resp = client.send(req, HttpResponse.BodyHandlers.ofString());

                if (resp.statusCode() != 200) {
                    System.err.println("Ollama HTTP エラー: " + resp.statusCode());
                    continue;
                }

                String body = resp.body();
                if (logWriter != null) {
                    logWriter.println("{\"request\":" + reqBody + ",\"response\":" + body + "}");
                }

                // レスポンスの message オブジェクトを抽出
                String assistantMsg = null;
                int msgKeyIdx = body.indexOf("\"message\":");
                if (msgKeyIdx >= 0) {
                    int braceIdx = body.indexOf("{", msgKeyIdx + 10);
                    if (braceIdx >= 0) assistantMsg = extractJsonObject(body, braceIdx);
                }
                if (assistantMsg == null) {
                    System.err.println("Ollama レスポンスに message フィールドがありません");
                    continue;
                }

                // content から座標を抽出して着手
                String content = extractStringField(assistantMsg, "\"content\"");
                int thinkEnd = content.indexOf("</think>");
                String moveArea = thinkEnd >= 0 ? content.substring(thinkEnd + 8) : content;

                Matcher mv = Pattern.compile("[a-h][1-8]").matcher(moveArea);
                List<String> candidates = new ArrayList<>();
                while (mv.find()) candidates.add(mv.group());
                for (int i = candidates.size() - 1; i >= 0; i--) {
                    int col = "abcdefgh".indexOf(candidates.get(i).charAt(0));
                    int row = "12345678".indexOf(candidates.get(i).charAt(1));
                    if (canPlace(row, col, board, turn)) {
                        place(row, col, board, turn);
                        return;
                    }
                }

            } catch (Exception e) {
                System.err.println("Ollama リクエストエラー: " + e.getMessage());
            }
        }

        // フォールバック: ランダムに打つ
        System.err.println("LLM から有効な手を取得できなかったため,ランダムに打ちます");
        random(board, turn);
    }

    /**
     * 全合法手のシミュレーション結果をテキスト形式でまとめて返す.
     * LLM への初回メッセージに含め,ツール呼び出しなしで判断できるようにする.
     * @param board ビットボード
     * @param turn  手番(false=黒, true=白)
     * @return 全合法手のシミュレーション結果テキスト
     */
    private String buildAllSimResults(long[] board, boolean turn) {
        StringBuilder sb = new StringBuilder();
        sb.append("## 全合法手のシミュレーション結果\n");
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                if (!canPlace(row, col, board, turn)) continue;
                String coord = coordToStr(row, col);
                SimulateResult res = simulateMove(board, turn, coord);
                sb.append("- ").append(coord).append(": ");
                sb.append("自石").append(res.myStones);
                sb.append(", 相石").append(res.opponentStones);
                sb.append(", 反転[").append(String.join(",", res.flipped)).append("]");
                sb.append(", 相手の次の手[").append(String.join(",", res.opponentValidMoves))
                  .append("](").append(res.opponentValidMoves.size()).append("手)");
                sb.append(", 安定石+").append(res.stableGained).append("\n");
            }
        }
        return sb.toString();
    }

    /** JSON 文字列内の特殊文字をエスケープする(llm() のリクエスト組み立て用). */
    private String escapeForJson(String s) {
        return s.replace("\\", "\\\\")
                .replace("\"", "\\\"")
                .replace("\n", "\\n")
                .replace("\r", "\\r")
                .replace("\t", "\\t");
    }

    /**
     * 指定位置を開始点とする JSON オブジェクト文字列を抽出する.
     * 文字列リテラル内の括弧を読み飛ばし,対応する '}' を正確に判定する.
     * @param s     検索対象の文字列
     * @param start '{' の位置
     * @return '{' から対応する '}' までの部分文字列
     */
    private String extractJsonObject(String s, int start) {
        int depth = 0;
        boolean inStr = false;
        for (int i = start; i < s.length(); i++) {
            char c = s.charAt(i);
            if (inStr) {
                if      (c == '\\') i++;
                else if (c == '"')  inStr = false;
            } else {
                if      (c == '"') inStr = true;
                else if (c == '{') depth++;
                else if (c == '}' && --depth == 0) return s.substring(start, i + 1);
            }
        }
        return s.substring(start);
    }

    /**
     * 文字列中の指定キーに対応する JSON 文字列フィールドの値を返す.
     * エスケープシーケンス(\n, \r, \t, \\, \")をデコードして返す.
     * @param s   検索対象の文字列(エスケープ済み)
     * @param key 検索キー(例: "\"content\"")
     * @return フィールドの値(デコード済み),キーが存在しない場合は空文字列
     */
    private String extractStringField(String s, String key) {
        int keyIdx = s.indexOf(key);
        if (keyIdx < 0) return "";
        int colonIdx = s.indexOf(":", keyIdx + key.length());
        if (colonIdx < 0) return "";
        int quoteIdx = s.indexOf("\"", colonIdx + 1);
        if (quoteIdx < 0) return "";
        StringBuilder sb = new StringBuilder();
        for (int i = quoteIdx + 1; i < s.length(); i++) {
            char c = s.charAt(i);
            if (c == '\\' && i + 1 < s.length()) {
                char esc = s.charAt(++i);
                if      (esc == 'n') sb.append('\n');
                else if (esc == 'r') sb.append('\r');
                else if (esc == 't') sb.append('\t');
                else                 sb.append(esc);
            } else if (c == '"') {
                break;
            } else {
                sb.append(c);
            }
        }
        return sb.toString();
    }

    /**
     * SimulateResult を LLM に返す JSON 文字列に変換する.
     * @param res シミュレーション結果
     * @return JSON 文字列
     */
    private String buildSimulateResultJson(SimulateResult res) {
        StringBuilder sb = new StringBuilder();
        sb.append("{\"board\":\"").append(escapeForJson(res.boardText)).append("\"");
        sb.append(",\"my_stones\":").append(res.myStones);
        sb.append(",\"opponent_stones\":").append(res.opponentStones);
        sb.append(",\"stable_gained\":").append(res.stableGained);
        sb.append(",\"flipped\":[");
        for (int i = 0; i < res.flipped.size(); i++) {
            if (i > 0) sb.append(",");
            sb.append("\"").append(res.flipped.get(i)).append("\"");
        }
        sb.append("],\"opponent_valid_moves\":[");
        for (int i = 0; i < res.opponentValidMoves.size(); i++) {
            if (i > 0) sb.append(",");
            sb.append("\"").append(res.opponentValidMoves.get(i)).append("\"");
        }
        sb.append("]}");
        return sb.toString();
    }

    // ── LLM ツールサポート ────────────────────────────────────

    /**
     * simulate_move ツールの戻り値を格納するデータクラス.
     */
    protected static class SimulateResult {
        /** 着手後の盤面テキスト */
        String boardText;
        /** 着手側の石数 */
        int myStones;
        /** 相手の石数 */
        int opponentStones;
        /** ひっくり返した石の座標リスト("d4" 形式) */
        List<String> flipped;
        /** 着手後に相手が置ける位置一覧 */
        List<String> opponentValidMoves;
        /** この着手で増えた自分の安定石の数 */
        int stableGained;
    }

    /**
     * 指定座標に石を置いた場合の結果をシミュレートする(実際の盤面は変更しない).
     * 座標は "d3" 形式(列 a〜h + 行 1〜8)で受け取り,内部で行・列インデックスに変換する.
     * @param board ビットボード(board[0]=黒, board[1]=白)
     * @param turn  手番(false=黒, true=白)
     * @param coord 座標文字列(例: "d3")
     * @return シミュレーション結果
     * @throws IllegalArgumentException 座標が不正または石を置けない場合
     */
    protected SimulateResult simulateMove(long[] board, boolean turn, String coord) {
        if (coord == null || coord.length() < 2)
            throw new IllegalArgumentException("無効な座標形式: " + coord);
        int col = "abcdefgh".indexOf(coord.charAt(0));
        int row = "12345678".indexOf(coord.charAt(1));
        if (col < 0 || row < 0)
            throw new IllegalArgumentException("無効な座標: " + coord);
        if (!canPlace(row, col, board, turn))
            throw new IllegalArgumentException("置けない位置が指定されました: " + coord);

        int my  = turn ? 1 : 0;
        int opp = turn ? 0 : 1;
        int before = countStableStones(board, turn);

        long[] boardCopy = {board[0], board[1]};
        place(row, col, boardCopy, turn);

        SimulateResult res = new SimulateResult();
        res.myStones       = countStones(boardCopy, turn);
        res.opponentStones = countStones(boardCopy, !turn);
        res.boardText      = boardToText(boardCopy, !turn);
        res.stableGained   = countStableStones(boardCopy, turn) - before;

        // 着手前に相手の石だったもので,着手後に自分の石になったもの = ひっくり返した石
        long flippedBits = board[opp] & boardCopy[my];
        res.flipped = new ArrayList<>();
        for (int r = 0; r < SIZE; r++)
            for (int c = 0; c < SIZE; c++)
                if ((flippedBits & (1L << ((r << ROW_SHIFT) + c))) != 0)
                    res.flipped.add(coordToStr(r, c));

        // 着手後に相手が置ける位置
        res.opponentValidMoves = new ArrayList<>();
        for (int r = 0; r < SIZE; r++)
            for (int c = 0; c < SIZE; c++)
                if (canPlace(r, c, boardCopy, !turn))
                    res.opponentValidMoves.add(coordToStr(r, c));

        return res;
    }

    // ── 探索フレームワーク ────────────────────────────────────

    /** 盤面評価用インターフェース */
    @FunctionalInterface
    interface ScoreFunction {
        /**
         * ある盤面のスコアを計算するメソッド
         * @param board   今の盤面
         * @param nowTurn 評価時の手番(false=黒, true=白)
         * @param turn    盤面の手番(false=黒, true=白)
         * @param num     今評価している盤面が何手先のものか
         * @return        その盤面のスコア
         */
        double getScore(long[] board, boolean nowTurn, boolean turn, int num);
    }

    /**
     * 全候補手を評価し,最高スコアの手をランダムに選んで実際に置く.
     * DataGen ではこのメソッドを拡張した thinkAndGetMove() を使う.
     * @param board 今の盤面
     * @param turn  手番(false=黒, true=白)
     * @param func  ある盤面のスコアを計算するメソッド
     */
    public void exploreAssist(long[] board, boolean turn, ScoreFunction func) {
        double maxScore = -Double.MAX_VALUE;
        int[] rowAns = new int[SIZE * 2];
        int[] colAns = new int[SIZE * 2];
        int placeNum = 0;
        long[] boardLeaf = new long[2];

        // 全てのマスでループ
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                // 石を置けないマスは飛ばす
                if (!canPlace(row, col, board, turn)) continue;

                // 局面をコピーしてそこに石を置き,スコア計算
                boardLeaf[0] = board[0]; boardLeaf[1] = board[1];
                place(row, col, boardLeaf, turn);
                double score = func.getScore(boardLeaf, turn, !turn, 1);

                // 最大スコアとなる位置を記録しておく
                if (score > maxScore) {
                    maxScore  = score;
                    placeNum  = 0;
                    rowAns[0] = row; colAns[0] = col;
                } else if (score == maxScore) {
                    placeNum++;
                    rowAns[placeNum] = row; colAns[placeNum] = col;
                }
            }
        }

        // 同スコアの手が複数あればランダムに選ぶ
        if (placeNum > 0) {
            int idx = rand.nextInt(placeNum + 1);
            rowAns[0] = rowAns[idx]; colAns[0] = colAns[idx];
        }

        // 選んだ場所に実際に置く
        place(rowAns[0], colAns[0], board, turn);
    }

    // ── 再帰探索メソッド ──────────────────────────────────────

    /**
     * n手先の nowTurn の石数の平均を計算する(再帰).
     * @param board   今の盤面
     * @param nowTurn 評価基準となるプレイヤー(変化しない)
     * @param turn    現在手を打つプレイヤー
     * @param num     現在の探索手数
     * @return        nowTurn の石数の平均
     */
    public double exploreNHand(long[] board, boolean nowTurn, boolean turn, int num) {
        // 探索し切ったなら今の意思の数を返す
        if (num >= this.readGoal[nowTurn ? 1 : 0]) return countStones(board, nowTurn);

        double total = 0.0;
        int placeNum = 0;
        long[] boardLeaf = new long[2];

        // 全てのマスをループ
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                // 置けないならスキップ
                if (!canPlace(row, col, board, turn)) continue;

                // ボード状態をコピーしてコピー先に石を置く
                boardLeaf[0] = board[0]; boardLeaf[1] = board[1];
                place(row, col, boardLeaf, turn);

                // 置いた先を探索
                total += this.exploreNHand(boardLeaf, nowTurn, !turn, num + 1);
                placeNum++;
            }
        }

        // 現在の手番がパス。相手も置けなければゲーム終了(両者パス)
        if (placeNum == 0) {
            if (canPlaceAny(board, !turn)) return this.exploreNHand(board, nowTurn, !turn, num);
            return countStones(board, nowTurn);
        }

        // 全手の平均スコアを返す
        return total / placeNum;
    }

    /**
     * n手先(nowTurn の手番基準)の相手の手数を最小化する(再帰).
     * nowTurn の手番のときだけ depth をインクリメントする.
     * 符号を反転しながら平均を取ることで最大化を最小化に変換する.
     * @param board   今の盤面
     * @param nowTurn 評価基準となるプレイヤー(変化しない)
     * @param turn    現在手を打つプレイヤー
     * @param num     現在の探索手数
     * @return        nowTurn にとっての評価値
     */
    public double exploreNLeast(long[] board, boolean nowTurn, boolean turn, int num) {
        // 探索し切ったなら今の手数を返す
        if (num >= this.readGoal[nowTurn ? 1 : 0]) {
            // 相手(-nowTurn)の手数を負値で返す(相手の手数が多いほど評価としては低い)
            int mobility = 0;
            for (int row = 0; row < SIZE; row++)
                for (int col = 0; col < SIZE; col++)
                    if (canPlace(row, col, board, !nowTurn)) mobility++;
            return -(double) mobility;
        }

        double total = 0.0;
        int placeNum = 0;
        long[] boardLeaf = new long[2];
        // nowTurn の手番のときだけ depth を進める
        int nextNum = (nowTurn == turn) ? num + 1 : num;

        // 全てのマスをループ
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                // 置けないならスキップ
                if (!canPlace(row, col, board, turn)) continue;

                // ボード状態をコピーして石を置く
                boardLeaf[0] = board[0]; boardLeaf[1] = board[1];
                place(row, col, boardLeaf, turn);

                // 置いた先を探索
                total += this.exploreNLeast(boardLeaf, nowTurn, !turn, nextNum);
                placeNum++;
            }
        }

        // 現在の手番がパス。相手も置けなければゲーム終了(両者パス)
        if (placeNum == 0) {
            if (canPlaceAny(board, !turn)) return this.exploreNLeast(board, nowTurn, !turn, nextNum);
            return 0.0;
        }

        // 符号を反転して平均(相手のおける手数が多いほど評価は低い)
        return -total / placeNum;
    }

    /**
     * n手先(相手の手番基準)の nowTurn の手数を最大化する(再帰).
     * 相手の手番のときだけ depth をインクリメントする.
     * @param board   今の盤面
     * @param nowTurn 評価基準となるプレイヤー(変化しない)
     * @param turn    現在手を打つプレイヤー
     * @param num     現在の探索手数
     * @return        nowTurn にとっての評価値
     */
    public double exploreNMost(long[] board, boolean nowTurn, boolean turn, int num) {
        // 探索し切ったなら今の手数を返す
        if (nowTurn == turn && num >= this.readGoal[nowTurn ? 1 : 0]) {
            int mobility = 0;
            for (int row = 0; row < SIZE; row++)
                for (int col = 0; col < SIZE; col++)
                    if (canPlace(row, col, board, nowTurn)) mobility++;
            return (double) mobility;
        }

        double total = 0.0;
        int placeNum = 0;
        long[] boardLeaf = new long[2];
        // 相手の手番のときだけ depth を進める
        int nextNum = (nowTurn != turn) ? num + 1 : num;

        // 全てのマスをループ
        for (int row = 0; row < SIZE; row++) {
            for (int col = 0; col < SIZE; col++) {
                // 置けないならスキップ
                if (!canPlace(row, col, board, turn)) continue;

                // ボード状態をコピーして石を置く
                boardLeaf[0] = board[0]; boardLeaf[1] = board[1];
                place(row, col, boardLeaf, turn);

                // 置いた先を探索
                total += this.exploreNMost(boardLeaf, nowTurn, !turn, nextNum);
                placeNum++;
            }
        }

        // 現在の手番がパス。相手も置けなければゲーム終了(両者パス)
        if (placeNum == 0) {
            if (canPlaceAny(board, !turn)) return this.exploreNMost(board, nowTurn, !turn, nextNum);
            return 0.0;
        }

        return total / placeNum;
    }
}

次回は

深さ優先探索並みに高速化する方法を探ります.
そこまでは行かなくとも,たった八試合程度で一時間以上かかるようなAIはさすがにちょっと….

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