awesome-reinforcement-learning-lib

GitHub's code repository is all you need
https://github.com/wwxFromTju/awesome-reinforcement-learning-lib

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RL Accelerated Environment

[1
![GitHub stars - sg/envpool/stargazers) | | | EnvPool | cpp | Atari, Mujoco, Compilable environment |
![GitHub stars - 1707.01067-b31b1b.svg)](https://arxiv.org/abs/1707.01067) | | ELF | cpp | Game in cpp, MiniRTS |
![GitHub stars - 1907.08467-b31b1b.svg)](https://arxiv.org/abs/1907.08467) | | Cule | gpu | Atari |
![GitHub stars - 2106.13281-b31b1b.svg)](https://arxiv.org/abs/2106.13281) | | Brax | gpu | robot |
![GitHub stars - Omniverse/IsaacGymEnvs/stargazers) | | | Isaac-gym | gpu | robot |
![GitHub stars - drive/stargazers) | | | WarpDrive | gpu | multiagent |
![GitHub stars - commit/Bam4d/Griddly?label=last%20update) | griddly | cpp | grid-world game |
![GitHub stars - commit/kvfrans/powderworld?label=last%20update) | powderworld | gpu | physics lightweight simulation environment |
![GitHub stars - commit/instadeepai/jumanji?label=last%20update) | jumanji | jit+xla | Game / Combinatorial |

RL Library

![GitHub stars - project/ray/stargazers) | | ray-rllib | pytorch, tensorflow-2.x |
![GitHub stars - commit/openai/baselines?label=last%20update) | baselines | tesorflow-1.x |
![GitHub stars - commit/google/dopamine?label=last%20update) | dopamine | tensorflow-2.x, tesorflow-1.x |
![GitHub stars - commit/openai/spinningup?label=last%20update) | spinningup | pytorch, tesorflow-1.x |
![GitHub stars - commit/tensorlayer/TensorLayer?label=last%20update) | TensorLayer | tensorflow-2.x |
![GitHub stars - ml/tianshou/stargazers) | | tianshou | pytorch |
![GitHub stars - rl/keras-rl/stargazers) | | keras-rl | keras |
![GitHub stars - RM/stable-baselines3/stargazers) | | stable-baselines3 | pytorch |
![GitHub stars - christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch/stargazers) | | Deep-Reinforcement-Learning-Algorithms-with-PyTorch | pytorch |
![GitHub stars - commit/deepmind/open_spiel?label=last%20update) | open_spiel | pytorch, tensorflow-2.x |
![GitHub stars - commit/facebookresearch/ReAgent?label=last%20update) | ReAgent | pytorch |
![GitHub stars - commit/kwai/DouZero?label=last%20update) | DouZero | pytorch |
![GitHub stars - commit/tensorforce/tensorforce?label=last%20update) | tensorforce | tensorflow-2.x |
![GitHub stars - commit/deepmind/acme?label=last%20update) | acme | jax, tensorflow-2.x |
![GitHub stars - a2c-ppo-acktr-gail/stargazers) | | pytorch-a2c-ppo-acktr-gail | pytorch |
![GitHub stars - commit/deepmind/trfl?label=last%20update) | trfl | tensorflow-2.x, tesorflow-1.x |
![GitHub stars - commit/PaddlePaddle/PARL?label=last%20update) | PARL | paddle, pytorch |
![GitHub stars - Foundation/ElegantRL/stargazers) | | ElegantRL | pytorch |
![GitHub stars - commit/tensorflow/agents?label=last%20update) | agents | tensorflow-2.x, tesorflow-1.x |
![GitHub stars - engine/stargazers) | | DI-engine | pytorch |
![GitHub stars - commit/vwxyzjn/cleanrl?label=last%20update) | cleanrl | pytorch |
![GitHub stars - commit/IntelLabs/coach?label=last%20update) | coach | tesorflow-1.x |
![GitHub stars - commit/datamllab/rlcard?label=last%20update) | rlcard | pytorch |
![GitHub stars - berkeley/rlkit/stargazers) | | rlkit | pytorch |
![GitHub stars - commit/astooke/rlpyt?label=last%20update) | rlpyt | pytorch |
![GitHub stars - commit/rlworkgroup/garage?label=last%20update) | garage | tensorflow-2.x |
![GitHub stars - Lab/stargazers) | | SLM-Lab | pytorch |
![GitHub stars - commit/chainer/chainerrl?label=last%20update) | chainerrl | chainer |
![GitHub stars - commit/facebookresearch/rl?label=last%20update) | rl | pytorch |
![GitHub stars - commit/pfnet/pfrl?label=last%20update) | pfrl | pytorch |
![GitHub stars - commit/deepmind/rlax?label=last%20update) | rlax | jax |
![GitHub stars - research/batch-ppo/stargazers) | | batch-ppo | tesorflow-1.x |
![GitHub stars - commit/deepmind/scalable_agent?label=last%20update) | scalable_agent | tesorflow-1.x |
![GitHub stars - commit/takuseno/d3rlpy?label=last%20update) | d3rlpy | pytorch |
![GitHub stars - research/seed_rl/stargazers) | | seed_rl | tensorflow-2.x |
![GitHub stars - lib/stargazers) | | mbrl-lib | pytorch |
![GitHub stars - commit/facebookresearch/torchbeast?label=last%20update) | torchbeast | pytorch |
![GitHub stars - rl/stargazers) | | mushroom-rl | pytorch |
![GitHub stars - commit/deepmind/reverb?label=last%20update) | reverb | jax, tensorflow-2.x |
![GitHub stars - commit/NVlabs/GA3C?label=last%20update) | GA3C | tesorflow-1.x |
![GitHub stars - learning-library/stargazers) | | autonomous-learning-library | pytorch |
![GitHub stars - ai/CORL/stargazers) | | CORL | pytorch |
![GitHub stars - petrenko/sample-factory/stargazers) | | sample-factory | pytorch |
![GitHub stars - starter-files/stargazers) | | rl-starter-files | pytorch |
![GitHub stars - commit/VinF/deer?label=last%20update) | deer | tensorflow-2.x |
![GitHub stars - commit/SurrealAI/surreal?label=last%20update) | surreal | pytorch |
![GitHub stars - commit/medipixel/rl_algorithms?label=last%20update) | rl_algorithms | pytorch |
![GitHub stars - commit/dongminlee94/deep_rl?label=last%20update) | deep_rl | pytorch |
![GitHub stars - commit/ikostrikov/jaxrl?label=last%20update) | jaxrl | jax |
![GitHub stars - Reinforcement-Learning-Algorithms/stargazers) | | Deep-Reinforcement-Learning-Algorithms | pytorch |
![GitHub stars - agents/stargazers) | | rl-agents | pytorch |
![GitHub stars - research/batch_rl/stargazers) | | batch_rl | tensorflow-2.x |
![GitHub stars - commit/StepNeverStop/RLs?label=last%20update) | RLs | pytorch |
![GitHub stars - commit/facebookresearch/salina?label=last%20update) | salina | pytorch |
![GitHub stars - commit/Denys88/rl_games?label=last%20update) | rl_games | pytorch |
![GitHub stars - commit/edbeeching/godot_rl_agents?label=last%20update) | godot_rl_agents | pytorch |
![GitHub stars - commit/SforAiDl/genrl?label=last%20update) | genrl | pytorch |
![GitHub stars - commit/fabiopardo/tonic?label=last%20update) | tonic | pytorch, tensorflow-2.x |
![GitHub stars - commit/zuoxingdong/lagom?label=last%20update) | lagom | pytorch |
![GitHub stars - marl/malib/stargazers) | | malib | pytorch |
![GitHub stars - commit/iffiX/machin?label=last%20update) | machin | pytorch |
![GitHub stars - commit/kakaoenterprise/JORLDY?label=last%20update) | JORLDY | pytorch |
![GitHub stars - commit/rlgraph/rlgraph?label=last%20update) | rlgraph | pytorch, tesorflow-1.x |
![GitHub stars - commit/facebookresearch/rlmeta?label=last%20update) | rlmeta | pytorch |
![GitHub stars - research/url_benchmark/stargazers) | | url_benchmark | pytorch |
![GitHub stars - agents/epymarl/stargazers) | | epymarl | pytorch |
![GitHub stars - noah/xingtian/stargazers) | | xingtian | tesorflow-1.x |
![GitHub stars - commit/DeNA/HandyRL?label=last%20update) | HandyRL | pytorch |
![GitHub stars - commit/facebookresearch/rlstructures?label=last%20update) | rlstructures | pytorch |
![GitHub stars - commit/RITCHIEHuang/DeepRL_Algorithms?label=last%20update) | DeepRL_Algorithms | pytorch, tensorflow-2.x |
![GitHub stars - actively/pymdp/stargazers) | | pymdp | numpy |
![GitHub stars - Baselines-Team/stable-baselines/stargazers) | | stable-baselines | tesorflow-1.x |
![GitHub stars - abel/simple_rl/stargazers) | | simple_rl | numpy |
![GitHub stars - commit/HorizonRobotics/alf?label=last%20update) | alf | pytorch, Tensorflow 2.1 |
![GitHub stars - rl/tmrl/stargazers) | | tmrl | pytorch |
![GitHub stars - commit/Alfredvc/paac?label=last%20update) | paac | tesorflow-1.x |
![GitHub stars - commit/heronsystems/adeptRL?label=last%20update) | adeptRL | pytorch |
![GitHub stars - baselines/stargazers) | | pomdp-baselines | pytorch |
![GitHub stars - SM/skrl/stargazers) | | skrl | pytorch |
![GitHub stars - research/ape-x/stargazers) | | ape-x | tesorflow-1.x |
![GitHub stars - commit/facebookresearch/mtrl?label=last%20update) | mtrl | pytorch |
![GitHub stars - commit/alibaba/EasyReinforcementLearning?label=last%20update) | EasyReinforcementLearning | tesorflow-1.x |
![GitHub stars - commit/RchalYang/torchrl?label=last%20update) | torchrl | pytorch |
![GitHub stars - commit/inspirai/TimeChamber?label=last%20update) | TimeChamber | pytorch |
![GitHub stars - research/rlds/stargazers) | | rlds | tensorflow-2.x |
![GitHub stars - dev/coax/stargazers) | | coax | jax |
![GitHub stars - ailab/tleague_projpage/stargazers) | | tleague_projpage | tesorflow-1.x |
![GitHub stars - py/rlberry/stargazers) | | rlberry | jax, pytorch |
![GitHub stars - commit/Ericonaldo/ILSwiss?label=last%20update) | ILSwiss | pytorch |
![GitHub stars - commit/google/deluca?label=last%20update) | deluca | jax |
![GitHub stars - rl/stargazers) | | nnabla-rl | nnabla |
![GitHub stars - pytorch/stargazers) | | d4pg-pytorch | pytorch |
![GitHub stars - commit/ethanluoyc/magi?label=last%20update) | magi | jax |
![GitHub stars - commit/spitis/mrl?label=last%20update) | mrl | pytorch |
![GitHub stars - commit/leggedrobotics/rsl_rl?label=last%20update) | rsl_rl | pytorch |
![GitHub stars - commit/cyoon1729/distributedRL?label=last%20update) | distributedRL | pytorch |
![GitHub stars - commit/araffin/sbx?label=last%20update) | sbx | jax |
![GitHub stars - commit/facebookresearch/rela?label=last%20update) | rela | pytorch |
![GitHub stars - lab/RLHive/stargazers) | | RLHive | torch |
![GitHub stars - research/deep_ope/stargazers) | | deep_ope | tensorflow-2.x |
![GitHub stars - commit/ku2482/rljax?label=last%20update) | rljax | jax |
![GitHub stars - commit/qlan3/Explorer?label=last%20update) | Explorer | pytorch |
![GitHub stars - commit/x35f/unstable_baselines?label=last%20update) | unstable_baselines | tensorflow-2.x |
![GitHub stars - prior/jax-rl/stargazers) | | jax-rl | jax |
![GitHub stars - commit/horoiwa/deep_reinforcement_learning_gallery?label=last%20update) | deep_reinforcement_learning_gallery | tensorflow-2.x |
![GitHub stars - h/cpprb/stargazers) | | cpprb | |
![GitHub stars - reinforcement-learning/stargazers) | | simple-reinforcement-learning | tesorflow-1.x |
![GitHub stars - sikchi/safeRL/stargazers) | | safeRL | pytorch |
![GitHub stars - commit/stepjam/YARR?label=last%20update) | YARR | pytorch |
![GitHub stars - commit/clvoloshin/COBS?label=last%20update) | COBS | pytorch, tensorflow-2.x |
![GitHub stars - Digital-Brain-Laboratory/DB-Football/stargazers) | | DB-Football | pytorch |
![GitHub stars - commit/0xangelo/raylab?label=last%20update) | raylab | pytorch |
![GitHub stars - commit/instadeepai/fastpbrl?label=last%20update) | fastpbrl | jax, pytorch |
![GitHub stars - edge/QuaRL/stargazers) | | QuaRL | tensorflow-2.x |
![GitHub stars - commit/astooke/accel_rl?label=last%20update) | accel_rl | theano |
![GitHub stars - commit/osudrl/apex?label=last%20update) | apex | pytorch |
![GitHub stars - commit/danijar/embodied?label=last%20update) | embodied | tensorflow |
![GitHub stars - commit/kngwyu/Rainy?label=last%20update) | Rainy | pytorch |
![GitHub stars - commit/lns/dapo?label=last%20update) | dapo | tesorflow-1.x |
![GitHub stars - commit/sdpkjc/abcdrl?label=last%20update) | abcdrl | pytorch |
![GitHub stars - blines/stargazers) | | gymnax-blines | jax |
![GitHub stars - commit/quantumiracle/MARS?label=last%20update) | MARS | pytorch |
![GitHub stars - commit/indylab/nxdo?label=last%20update) | nxdo | pytorch |
![GitHub stars - commit/facebookresearch/gala?label=last%20update) | gala | tesorflow-1.x |
![GitHub stars - rl/stargazers) | | coltra-rl | pytorch |
![GitHub stars - RL/stargazers) | | HTS-RL | pytorch |
![GitHub stars - commit/lns/memoire?label=last%20update) | memoire | |
![GitHub stars - isir/xpag/stargazers) | | xpag | jax |
![GitHub stars - marl/stargazers) | | fast-marl | pytorch |
![GitHub stars - baseline/stargazers) | | haiku-baseline | jax |
![GitHub stars - ai/reinforcement/stargazers) | | reinforcement | mindspore |
![GitHub stars - commit/jsw7460/sb3_jax?label=last%20update) | sb3_jax | jax |
![GitHub stars - commit/exalearn/exarl?label=last%20update) | exarl | tf-2.x |
![GitHub stars - wojnar/reinforced-lib/stargazers) | | reinforced-lib | jax |
![GitHub stars - commit/yannickycpan/reproduceRL?label=last%20update) | reproduceRL | tensorflow-1.x |
![GitHub stars - life-is-a-game/stargazers) | | cause-life-is-a-game | pytorch |
![GitHub stars - jax/stargazers) | | mbrl-jax | jax |
![GitHub stars - commit/tinyzqh/XuanJing?label=last%20update) | XuanJing | pytorch |
![GitHub stars - mbrl/stargazers) | | causal-mbrl | pytorch |

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awesome-reinforcement-learning-lib

RL Accelerated Environment

RL Library