horiem
June 09, 2018
1k

# 定規とコンパスと ChainerRL

Chainer Meetup #07, 9th Jun 2018

June 09, 2018

## Transcript

1. ఆنͱίϯύεͱ
ChainerRL
Chainer Meetup #07, 9th Jun 2018
horiem@yellowshippo

2. ChainerRL Ͱ

3. ࡞ਤ໰୊Λղ͖͍ͨ

4. ࡞ਤ໰୊
• ఆنͱίϯύε͚ͩΛ࢖ͬͯ໨తͷਤܗΛඳ͘໰୊
http://mathworld.wolfram.com/GeometricConstruction.html

5. σϞ

6. ͷલʹ

7. ਤͷݟํ
ֶशϞσϧʹ౉͢৘ใ
ʢObservationʣ
ਓؒ༻
໨తͷਤܗ
ར༻Մೳͳ

8. σϞ

9. શମ૾
؀ڥ
ΤʔδΣϯτ
ߦಈ
؍ଌ

10. શମ૾
؀ڥ
ΤʔδΣϯτ
[p0_x, p0_y]
[p1_x, p1_y]
……
ը૾
఺ͷ৘ใ
[shape_flag, pi, pj]
৽͍͠ਤܗ

11. ωοτϫʔΫΞʔΩςΫνϟ
Conv
MLP
MLP
Conv
MLP
[p0_x, p0_y]
[p1_x, p1_y]
……
ը૾
఺ͷ৘ใ
[shape_flag, pi, pj]
৽͍͠ਤܗ

12. 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

13. 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

14. ࢥͬͨ͜ͱͳͲ
• ڧԽֶश΍ͬͨ͜ͱͳ͔͚ͬͨͲָ͍͠
• ChainerRL ϥΫͰΑ͍
• ߦಈۭ͕ؒେ͖͍ͷͰݮΒ͍ͨ͠
• AlphaGO ͕ࢀߟʹͳΔ͔΋ʁ
• ίʔυ͖Ε͍ʹͨ͠Βެ։ && ղઆ͠·͢
• n ࣍ํఔࣜΛ ChainerRL Ͱղ͚Δ͔ʁ
• ՝֎׆ಈ޷͖ͳਓɺҰॹʹ΍Γ·͠ΐ͏ʂ