티스토리 뷰
Atari, Mujoco, Gym이런거 말고 더 없을까 해서 알아봄. 마리오같은 흔한 환경은 제외함
재밌는 환경들이 많으니 감상만 하셔도 될듯합니다 ㅎㅎㅎ
1. D4RL
다양한 환경들
sites.google.com/view/d4rl/home
D4RL
A collection of benchmarks and datasets for offline reinforcement learning
sites.google.com
주방 환경도 있음 ㅋ
2. CHALET: Cornell House Agent Learning Environment
집안일 관련 환경 제공.
방사이를 옮겨다니면서 집안 가구들과 상호작용을 액션으로 할 수 있음
lil-lab/chalet
Cornell House Agent Learning Environment. Contribute to lil-lab/chalet development by creating an account on GitHub.
github.com
3. VizDoom
영상기반 둠 플레이
mwydmuch/ViZDoom
Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode: - mwydmuch/ViZDoom
github.com
4. TORCS
자동차 레이싱 게임
sourceforge.net/projects/torcs/
TORCS - The Open Racing Car Simulator
Download TORCS - The Open Racing Car Simulator for free. TORCS, The Open Racing Car Simulator is a highly portable multi platform car racing simulation. It is used as ordinary car racing game, as AI racing game and as research platform.
sourceforge.net
5. Nethack
게임같은데 솔직히 뭔지는 잘 모르겠음 페북연구팀이 만듬
github.com/facebookresearch/nle
facebookresearch/nle
The NetHack Learning Environment. Contribute to facebookresearch/nle development by creating an account on GitHub.
github.com
6. Starcraft2
복잡한 게임상황을 단순화시켜서 보여주기도 한다.
deepmind/pysc2
StarCraft II Learning Environment. Contribute to deepmind/pysc2 development by creating an account on GitHub.
github.com
7. Teach my agent
Automatic curriculum learning을 위한 환경
github.com/flowersteam/TeachMyAgent
flowersteam/TeachMyAgent
Contribute to flowersteam/TeachMyAgent development by creating an account on GitHub.
github.com
8. Griddly
Grid 기반 게임 관련 환경
griddly.readthedocs.io/en/latest/
Griddly Docs — Griddly 1.0.0 documentation
© Copyright 2020, Chris Bamford Revision 2934c86e.
griddly.readthedocs.io
9. Alchemy
메타 강화학습의 벤치마크용으로 나온 환경
github.com/deepmind/dm_alchemy
deepmind/dm_alchemy
DeepMind Alchemy task environment: a meta-reinforcement learning benchmark - deepmind/dm_alchemy
github.com
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