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定規とコンパスと ChainerRL

horiem
June 09, 2018

定規とコンパスと ChainerRL

強化学習を使って作図問題を解く
Chainer Meetup #07, 9th Jun 2018

horiem

June 09, 2018
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  1. ωοτϫʔΫΞʔΩςΫνϟ Conv MLP MLP Conv MLP [p0_x, p0_y] [p1_x, p1_y]

    …… ը૾ ఺ͷ৘ใ [shape_flag, pi, pj] ৽͍͠ਤܗ
  2. ωοτϫʔΫΞʔΩςΫνϟ (100, 100) (12, 3) Conv MLP MLP Conv MLP

    (2, 12, 12) [p0_x, p0_y] [p1_x, p1_y] …… ը૾ ఺ͷ৘ใ [shape_flag, pi, pj] ৽͍͠ਤܗ
  3. ωοτϫʔΫΞʔΩςΫνϟ (100, 100) (12, 3) Conv MLP MLP Conv MLP

    (2, 12, 12) [p0_x, p0_y] [p1_x, p1_y] …… ը૾ ఺ͷ৘ใ [shape_flag, pi, pj] ৽͍͠ਤܗ = 288
  4. ࢥͬͨ͜ͱͳͲ • ڧԽֶश΍ͬͨ͜ͱͳ͔͚ͬͨͲָ͍͠ • ChainerRL ϥΫͰΑ͍ • ߦಈۭ͕ؒେ͖͍ͷͰݮΒ͍ͨ͠ • AlphaGO

    ͕ࢀߟʹͳΔ͔΋ʁ • ίʔυ͖Ε͍ʹͨ͠Βެ։ && ղઆ͠·͢ • n ࣍ํఔࣜΛ ChainerRL Ͱղ͚Δ͔ʁ • ՝֎׆ಈ޷͖ͳਓɺҰॹʹ΍Γ·͠ΐ͏ʂ