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Title: GitHub - AlignmentResearch/envpool: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments. · GitHub

Open Graph Title: GitHub - AlignmentResearch/envpool: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

X Title: GitHub - AlignmentResearch/envpool: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Description: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments. - AlignmentResearch/envpool

Open Graph Description: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments. - AlignmentResearch/envpool

X Description: C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments. - AlignmentResearch/envpool

Opengraph URL: https://github.com/AlignmentResearch/envpool

X: @github

direct link

Domain: github.com

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Code of conduct	https://github.com/AlignmentResearch/envpool
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Apache-2.0 license	https://github.com/AlignmentResearch/envpool
	http://envpool.readthedocs.io
	https://pypi.org/project/envpool/
	https://pepy.tech/project/envpool
	https://arxiv.org/abs/2206.10558
	https://envpool.readthedocs.io/
	https://github.com/sail-sg/envpool/actions
	https://github.com/sail-sg/envpool/issues
	https://github.com/sail-sg/envpool/stargazers
	https://github.com/sail-sg/envpool/network
	https://github.com/sail-sg/envpool/blob/main/LICENSE
	https://github.com/AlignmentResearch/envpool#envpool-sokoban-build-instructions
	https://github.com/AlignmentResearch/envpool#actual-envpool-readme
Atari games	https://envpool.readthedocs.io/en/latest/env/atari.html
Mujoco (gym)	https://envpool.readthedocs.io/en/latest/env/mujoco_gym.html
Classic control RL envs	https://envpool.readthedocs.io/en/latest/env/classic_control.html
Toy text RL envs	https://envpool.readthedocs.io/en/latest/env/toy_text.html
ViZDoom single player	https://envpool.readthedocs.io/en/latest/env/vizdoom.html
DeepMind Control Suite	https://envpool.readthedocs.io/en/latest/env/dm_control.html
Box2D	https://envpool.readthedocs.io/en/latest/env/box2d.html
Procgen	https://envpool.readthedocs.io/en/latest/env/procgen.html
Minigrid	https://envpool.readthedocs.io/en/latest/env/minigrid.html
gymnasium	https://github.com/Farama-Foundation/Gymnasium
Customized C++ environment integration	https://envpool.readthedocs.io/en/latest/content/new_env.html
Brax	https://github.com/google/brax
Isaac-gym	https://developer.nvidia.com/isaac-gym
XLA Interface	https://envpool.readthedocs.io/en/latest/content/xla_interface.html
Stable-Baselines3	https://github.com/DLR-RM/stable-baselines3
Tianshou	https://github.com/thu-ml/tianshou
ACME	https://github.com/deepmind/acme
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rl_games	https://github.com/Denys88/rl_games
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integration guideline	https://tianshou.readthedocs.io/en/master/tutorials/cheatsheet.html#envpool-integration
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Solving Pong in 5 mins	https://iclr-blog-track.github.io/2022/03/25/ppo-implementation-details/#solving-pong-in-5-minutes-with-ppo--envpool
tracked experiment	https://wandb.ai/costa-huang/cleanRL/runs/opk2dmta
Atari example	https://github.com/Denys88/rl_games/blob/master/docs/ATARI_ENVPOOL.md
2 mins Pong	https://github.com/sail-sg/envpool/blob/main/demo/envpool_demo_pong.ipynb
15 mins Breakout	https://github.com/sail-sg/envpool/blob/main/demo/envpool_demo_breakout.ipynb
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arXiv paper	https://arxiv.org/abs/2206.10558
	https://github.com/AlignmentResearch/envpool#installation
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examples/	https://github.com/sail-sg/envpool/tree/main/examples
benchmark/	https://github.com/sail-sg/envpool/tree/main/benchmark
	https://github.com/AlignmentResearch/envpool#benchmark-results
OpenAI Baselines	https://github.com/openai/baselines/blob/master/baselines/common/atari_wrappers.py
gym.vector_env	https://github.com/openai/gym/blob/master/gym/vector/vector_env.py
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	https://camo.githubusercontent.com/77b926501d2038737b78f951edca454a2039f13355ce05fbf5cd77204dde5d2f/68747470733a2f2f656e76706f6f6c2e72656164746865646f63732e696f2f656e2f6c61746573742f5f696d616765732f7468726f7567687075742e706e67
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	https://github.com/AlignmentResearch/envpool#api-usage
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	https://github.com/AlignmentResearch/envpool#synchronous-api
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EnvPool Python interface introduction	https://envpool.readthedocs.io/en/latest/content/python_interface.html
	https://github.com/AlignmentResearch/envpool#contributing
contribution guideline	https://envpool.readthedocs.io/en/latest/content/contributing.html
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envpool.readthedocs.io	https://envpool.readthedocs.io
Readme	https://github.com/AlignmentResearch/envpool#readme-ov-file
Apache-2.0 license	https://github.com/AlignmentResearch/envpool#Apache-2.0-1-ov-file
Code of conduct	https://github.com/AlignmentResearch/envpool#coc-ov-file
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v0.3.0 Latest Oct 17, 2024	https://github.com/AlignmentResearch/envpool/releases/tag/v0.3.0
+ 2 releases	https://github.com/AlignmentResearch/envpool/releases
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