connectailab-rl-artnfull-v1-roadster-ppo

๋’ค์ง‘ํžŒ ์ฑ„๋กœ ๋–จ์–ด์ง€๋Š” ๋กœ๋“œ์Šคํ„ฐ๋ฅผ ์ถ”์ง„๊ธฐ ์„ธ๊ธฐ(0 ~ 1)์™€ ํšŒ์ „(โˆ’1 ~ 1) ์œผ๋กœ ๋Œ๋ ค ๋ฐ”ํ€ด๋ถ€ํ„ฐ ์ฐฉ์ง€์‹œํ‚ค๋Š” PPO ๋‘๋‡Œ์ž…๋‹ˆ๋‹ค.

ํ•ญ๋ชฉ ๋‚ด์šฉ
์„ธ์ƒ ๋’ค์ง‘ํžŒ ๋กœ๋“œ์Šคํ„ฐ (๋กœ๋“œ์Šคํ„ฐ_์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ.py ์˜ ๋กœ๋“œ์Šคํ„ฐ์—ฐ์†, Gymnasium)
์ƒํƒœ ์œ„์น˜ x ยท y, ์†๋„ x ยท y, ๊ธฐ์šธ๊ธฐ sin ยท cos, ํšŒ์ „ ์†๋„ (7๊ฐœ)
ํ–‰๋™ [์•„๋ž˜ ์ถ”์ง„๊ธฐ ์„ธ๊ธฐ, ํšŒ์ „ ์„ธ๊ธฐ] โ€” ์—ฐ์† 2๊ฐœ
๊ฒฐ๊ณผ ์ฒ˜์Œ ๋ณด๋Š” 50ํŒ ์ฐฉ์ง€์œจ 94%
ํ•™์Šต algo PPO, steps 1000000, envs 8, clip 0.2, gamma 0.99, gae_lambda 0.95, lr 0.0003

AI CITY BUILDERS ๊ฐ•ํ™”ํ•™์Šต AI 6๊ฐ• ยท CONNECT AI LAB

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