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入門AlphaGo

na-o-ys
April 22, 2016

 入門AlphaGo

"Mastering the game of Go with deep neural networks and tree search" の概要

na-o-ys

April 22, 2016
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  1. ϙϦγʔؔ਺ • f (ہ໘, ࣍ͷҰख) • ࣍ͷҰखͷࣗવ͞Λ͋ΒΘ֬͢཰ີ౓ؔ਺ • عේσʔλ͔Βͷֶश͕༰қ •

    ϩʔϧΞ΢τ࣌ʹ࢖͑Δ • ϥϯμϜʹଧͭͷͰ͸ͳ͘ɺ·ͱ΋ͳखΛଧͨͤΔ • ͨͩ͠ߴ଎ʹಈ࡞͢Δඞཁ͕͋Δ
  2. ධՁؔ਺ͷଊ͑ํ • ϩʔϧΞ΢τʹΑΔউ཰ܭࢉΛิ͏΋ͷ • ୯ମͰ͸ͦ͜·Ͱڧ͘ͳ͍ • ධՁؔ਺ͷಛ௃ (ߟ࡯) • ʮڱ͘ਂ͍ಡΈʯʹڧ͍

    • ʮRLϙϦγʔ(ڧԽֶश݁Ռ)Λऴہ·Ͱଧͨͤͨࡍͷউ཰ʯͱ౳Ձ • େہ؍͕ແ͍ • Ұຊಓ͔͠ಡ·ͳ͍ .$54ͷಛੑ େہ؍ʹ༏Εͯʮਂ͍ಡΈʯ͕ऑ͍ ͱ ͏·͘ิ͍͍͋ͬͯΔ
  3. ࢀߟ • Mastering the game of Go with deep neural

    networks and tree search 
 (http://www.nature.com/nature/journal/v529/n7587/full/ nature16961.html) • Google AlphaGoͷ࢓૊ΈΛཧղ͢Δ | IT Leaders
 (http://it.impressbm.co.jp/articles/-/13474)