liqiang
b119135836
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52 lines
9.9 KiB
XML
52 lines
9.9 KiB
XML
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<rect x="20" y="55" width="350" height="310" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="32" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Q学習 Agent</text>
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<text x="422" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">LLM Agent（Kimi K2）</text>
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<rect x="35" y="85" width="320" height="48" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="195.0" y="109.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">状態: ハッシュコード 0x3A7F</text>
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<text x="195" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">room=2, items=[key], doors=[N]</text>
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<rect x="35" y="147" width="320" height="48" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="195.0" y="171.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Qテーブル参照</text>
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<text x="195" y="185" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">145状態 × 7行動 = 1015エントリ</text>
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<rect x="35" y="209" width="320" height="48" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="195.0" y="233.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">ε-greedy 選択</text>
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<text x="195" y="247" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">ε=0.1 → 90% 最適 / 10% ランダム</text>
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<line x1="195" y1="197" x2="195" y2="207" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="35" y="271" width="320" height="48" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="195.0" y="295.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">行動: 整数 ID</text>
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<text x="195" y="309" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">a=3 → 「北へ移動」（意味理解なし）</text>
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<line x1="195" y1="259" x2="195" y2="269" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="425" y="85" width="320" height="48" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="585.0" y="109.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">状態: 自然言語による記述</text>
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<text x="585" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">「倉庫に赤い鍵があり、北の扉は施錠されている」</text>
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<rect x="425" y="147" width="320" height="48" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="585.0" y="171.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">LLM の推論 + 経験バッファ</text>
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<text x="585" y="185" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">推論: 「扉は施錠 → 鍵が必要 → 鍵を取る」</text>
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<line x1="585" y1="135" x2="585" y2="145" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="425" y="209" width="320" height="48" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="585.0" y="233.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">意味的な行動選択</text>
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<text x="585" y="247" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">概念的な関係を理解し、目的を持った意思決定を行う</text>
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<line x1="585" y1="197" x2="585" y2="207" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="425" y="271" width="320" height="48" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="585.0" y="295.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">行動: 構造化された命令</text>
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<text x="585" y="309" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">{"action":"pick_up","target":"red_key"}</text>
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<line x1="585" y1="259" x2="585" y2="269" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="30" y="382" width="720" height="105" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="390" y="404" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">性能比較</text>
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<text x="200" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">指標</text>
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<text x="380" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Q学習</text>
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<text x="600" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">LLM Agent</text>
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<text x="200" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">初回完了</text>
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<text x="380" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">約7000エピソード</text>
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<text x="600" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">エピソード1（17ステップ）</text>
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<text x="200" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">最終勝率</text>
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<text x="380" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">100%（10Kエピソード後）</text>
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<text x="600" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">約90%（即座に）</text>
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<text x="200" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">計算コスト</text>
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<text x="380" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">10秒 / 10Kエピソード</text>
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<text x="600" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">1〜2分 / エピソード</text>
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