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これからの強化学習2.7

moyomot
May 19, 2017
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 これからの強化学習2.7

moyomot

May 19, 2017
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  1. INTRODUCTION ໨࣍ ▸ 2.7.1 རӹ཰ͷෳརޮՌͱ౤ࢿൺ཰ ▸ زԿฏۉΛ࢖༻ͨ͠ෳརޮՌͷ۩ମྫ ▸ 2.7.2 ෳརܕڧԽֶशͷ࿮૊Έ

    ▸ ߦಈՁ஋ؔ਺QͷఆࣜԽ ▸ 2.7.3 ෳརܕڧԽֶशΞϧΰϦζϜ ▸ ෳརܕQֶश ▸ ෳརܕOnPSʢOnline Profit Sharingʣ ▸ 2.7.4 ౤ࢿൺ཰ͷ࠷దԽ ▸ 2.7.5 ϑΝΠφϯε΁ͷԠ༻ɿࠃ࠴໏ฑબ୒
  2. 2.7.2 ෳརܕڧԽֶशͷ࿮૊Έ ऩӹׂҾ࿨ͷൺֱ ऩӹͷׂҾ࿨ ׂҾෳརརӹ཰ R: རӹ཰, γ: ׂҾ཰, f:

    ౤ࢿൺ཰ r: ใु ໨త: ߦಈՁ஋ؔ਺QΛ࠶ؼతͳܗͰఆࣜԽ͠Q- learningʹ͍͖͍࣋ͬͯͨ
  3. 2.7.3 ෳརܕڧԽֶशΞϧΰϦζϜ ෳརܕOnPS(ONLINE PROFIT SHARING) ▸ Profit Sharing ▸ Qֶश͸ϚϧίϑੑɺProfit

    Sharing͸ඇϚϧίϑੑOK ▸ ঢ়ଶs, ߦಈaͷ༏ઌ౓ΛPΛஔ͘, F͸৴༻ׂ౰ؔ਺ʢڧԽؔ ਺ʣ ▸ ใु֫ಘʹෆඞཁͳߦಈΛଟ࣮͘ߦ͢Δඇ߹ཧͳํࡦΛֶ श͢Δ՝୊͋Γ ▸ https://www.jstage.jst.go.jp/article/fss/27/0/27_0_304/ _pdf