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[計算機構論] Learning Models of Individual Behavior ...

mei28
January 10, 2023
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[計算機構論] Learning Models of Individual Behavior in Chess

計算機構論の資料
Learning Models of Individual Behavior in Chess(KDD2022)

mei28

January 10, 2023
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  1. ݚڀഎܠ  • ػցֶशϞσϧ͕ਓؒͷೳྗΛ͸Δ͔ʹ্ճΔΑ͏ʹ • ਓؒ͸ɼʮػց͔ΒʢͱʣֶͿʯΑ͏ͳ׆༻Λ࢝͠Ίͯ ͍Δ • ػցͷৼΔ෣͍͸ਓؒͱҟͳΔͨΊɼ 


    ػց͔Β௚઀ֶͿͷ͸୭Ͱ΋Ͱ͖Δ͜ͱͰ͸ͳ͍ • ˠػց͸λεΫΛ͜ͳͨ͢Ίʹɼ࠷దͳํࡦΛͱΔ͕ɼ 
 ɹͦͷํࡦࣗମ͕ɼਓ͕ؒཧղͰ͖Δ΋ͷͱ͸ݶΒͳ͍
  2. ࢖͏Ϟσϧͷ࿩  • -FFMB$IFTT;FSPɿ"MQIB;FSPͷਂ૚ڧԽֶशͷ044 • .BJB$IFTTɿ-FFMB$IFTT;FSP ڭࢣΛ௥Ճɽ 
 ਓؒͷ࣍ͷҰखΛ༧ଌ͢Δ΋ͷͷ4P5" •

    ఏҊख๏Ͱ͸.BJBϞσϧΛϕʔεʹ͢Δɽ • $// 3F-6ͱεΫΠʔζ૚ͷؒʹɼ 
 ࣌ܥྻ࢒ࠩ઀ଓΛ௥ՃʢϓʔϦϯά૚͸ͳ͠ʣ
  3. ॳظԽͷεςοϓͷֶश཰ͷઓུ  •  εςοϓͷֶशͷதͰͷݕূޡࠩΛ͍࣋ͪͯɼ 
 ֶश཰ͷεέδϡʔϦϯάΛߟ͑Δɽ •  ͙Β͍͔Βݕূޡ͕ࠩେ͖͘աֶश࢝͠Ίͨɽ

    • ˠ ɾ ɾ Ͱֶश཰Λʹͨ͠ɽ • ࠷ऴతͳલσʔλͰ΍ͬͯ΋ɼ 
 ༧උ࣮ݧͱಉ͡Α͏ͳ܏޲͸ΈΒΕͨ
  4. 1MZͷDVUP ff ͱήʔϜ਺ͷؔ܎ΛΈ͍ͨ  • $VUP ff ʢং൫ͷಈ͖ΛͲΕ͚ͩলུ͢Δʣ͕େ͖͍ͱ 
 ং൫ͷಈ͖͕ͳ͍͔ΒλεΫͱͯ͠೉͍͠

    • ࢼ߹਺͕ͦͦ͋͜͜Δͱे෼ͳਫ਼౓͕ग़Δ 
 ϥϯμϜͩͱ͔ͩΒݸਓΛଊ͑ΒΕ͍ͯΔͷ