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Awesome Reinforcement Learning Library

RL Library

RL Accelerated Environment

RL Library

Star Last Update Name Backend
GitHub stars GitHub last commit ray-rllib pytorch, tensorflow-2.x
GitHub stars GitHub last commit baselines tesorflow-1.x
GitHub stars GitHub last commit dopamine tensorflow-2.x, tesorflow-1.x
GitHub stars GitHub last commit spinningup pytorch, tesorflow-1.x
GitHub stars GitHub last commit TensorLayer tensorflow-2.x
GitHub stars GitHub last commit tianshou pytorch
GitHub stars GitHub last commit keras-rl keras
GitHub stars GitHub last commit stable-baselines3 pytorch
GitHub stars GitHub last commit Deep-Reinforcement-Learning-Algorithms-with-PyTorch pytorch
GitHub stars GitHub last commit open_spiel pytorch, tensorflow-2.x
GitHub stars GitHub last commit ReAgent pytorch
GitHub stars GitHub last commit DouZero pytorch
GitHub stars GitHub last commit tensorforce tensorflow-2.x
GitHub stars GitHub last commit acme jax, tensorflow-2.x
GitHub stars GitHub last commit pytorch-a2c-ppo-acktr-gail pytorch
GitHub stars GitHub last commit trfl tensorflow-2.x, tesorflow-1.x
GitHub stars GitHub last commit PARL paddle, pytorch
GitHub stars GitHub last commit ElegantRL pytorch
GitHub stars GitHub last commit agents tensorflow-2.x, tesorflow-1.x
GitHub stars GitHub last commit DI-engine pytorch
GitHub stars GitHub last commit cleanrl pytorch
GitHub stars GitHub last commit coach tesorflow-1.x
GitHub stars GitHub last commit rlcard pytorch
GitHub stars GitHub last commit rlkit pytorch
GitHub stars GitHub last commit rlpyt pytorch
GitHub stars GitHub last commit garage tensorflow-2.x
GitHub stars GitHub last commit SLM-Lab pytorch
GitHub stars GitHub last commit chainerrl chainer
GitHub stars GitHub last commit rl pytorch
GitHub stars GitHub last commit pfrl pytorch
GitHub stars GitHub last commit rlax jax
GitHub stars GitHub last commit batch-ppo tesorflow-1.x
GitHub stars GitHub last commit scalable_agent tesorflow-1.x
GitHub stars GitHub last commit d3rlpy pytorch
GitHub stars GitHub last commit seed_rl tensorflow-2.x
GitHub stars GitHub last commit mbrl-lib pytorch
GitHub stars GitHub last commit torchbeast pytorch
GitHub stars GitHub last commit mushroom-rl pytorch
GitHub stars GitHub last commit reverb jax, tensorflow-2.x
GitHub stars GitHub last commit GA3C tesorflow-1.x
GitHub stars GitHub last commit autonomous-learning-library pytorch
GitHub stars GitHub last commit CORL pytorch
GitHub stars GitHub last commit sample-factory pytorch
GitHub stars GitHub last commit rl-starter-files pytorch
GitHub stars GitHub last commit deer tensorflow-2.x
GitHub stars GitHub last commit surreal pytorch
GitHub stars GitHub last commit rl_algorithms pytorch
GitHub stars GitHub last commit deep_rl pytorch
GitHub stars GitHub last commit jaxrl jax
GitHub stars GitHub last commit Deep-Reinforcement-Learning-Algorithms pytorch
GitHub stars GitHub last commit rl-agents pytorch
GitHub stars GitHub last commit batch_rl tensorflow-2.x
GitHub stars GitHub last commit RLs pytorch
GitHub stars GitHub last commit salina pytorch
GitHub stars GitHub last commit rl_games pytorch
GitHub stars GitHub last commit godot_rl_agents pytorch
GitHub stars GitHub last commit genrl pytorch
GitHub stars GitHub last commit tonic pytorch, tensorflow-2.x
GitHub stars GitHub last commit lagom pytorch
GitHub stars GitHub last commit malib pytorch
GitHub stars GitHub last commit machin pytorch
GitHub stars GitHub last commit JORLDY pytorch
GitHub stars GitHub last commit rlgraph pytorch, tesorflow-1.x
GitHub stars GitHub last commit rlmeta pytorch
GitHub stars GitHub last commit url_benchmark pytorch
GitHub stars GitHub last commit epymarl pytorch
GitHub stars GitHub last commit xingtian tesorflow-1.x
GitHub stars GitHub last commit HandyRL pytorch
GitHub stars GitHub last commit rlstructures pytorch
GitHub stars GitHub last commit DeepRL_Algorithms pytorch, tensorflow-2.x
GitHub stars GitHub last commit pymdp numpy
GitHub stars GitHub last commit stable-baselines tesorflow-1.x
GitHub stars GitHub last commit simple_rl numpy
GitHub stars GitHub last commit alf pytorch, Tensorflow 2.1
GitHub stars GitHub last commit tmrl pytorch
GitHub stars GitHub last commit paac tesorflow-1.x
GitHub stars GitHub last commit adeptRL pytorch
GitHub stars GitHub last commit pomdp-baselines pytorch
GitHub stars GitHub last commit skrl pytorch
GitHub stars GitHub last commit ape-x tesorflow-1.x
GitHub stars GitHub last commit mtrl pytorch
GitHub stars GitHub last commit EasyReinforcementLearning tesorflow-1.x
GitHub stars GitHub last commit torchrl pytorch
GitHub stars GitHub last commit TimeChamber pytorch
GitHub stars GitHub last commit rlds tensorflow-2.x
GitHub stars GitHub last commit coax jax
GitHub stars GitHub last commit tleague_projpage tesorflow-1.x
GitHub stars GitHub last commit rlberry jax, pytorch
GitHub stars GitHub last commit ILSwiss pytorch
GitHub stars GitHub last commit deluca jax
GitHub stars GitHub last commit nnabla-rl nnabla
GitHub stars GitHub last commit d4pg-pytorch pytorch
GitHub stars GitHub last commit magi jax
GitHub stars GitHub last commit mrl pytorch
GitHub stars GitHub last commit rsl_rl pytorch
GitHub stars GitHub last commit distributedRL pytorch
GitHub stars GitHub last commit sbx jax
GitHub stars GitHub last commit rela pytorch
GitHub stars GitHub last commit RLHive torch
GitHub stars GitHub last commit deep_ope tensorflow-2.x
GitHub stars GitHub last commit rljax jax
GitHub stars GitHub last commit Explorer pytorch
GitHub stars GitHub last commit unstable_baselines tensorflow-2.x
GitHub stars GitHub last commit jax-rl jax
GitHub stars GitHub last commit deep_reinforcement_learning_gallery tensorflow-2.x
GitHub stars GitHub last commit cpprb
GitHub stars GitHub last commit simple-reinforcement-learning tesorflow-1.x
GitHub stars GitHub last commit safeRL pytorch
GitHub stars GitHub last commit YARR pytorch
GitHub stars GitHub last commit COBS pytorch, tensorflow-2.x
GitHub stars GitHub last commit DB-Football pytorch
GitHub stars GitHub last commit raylab pytorch
GitHub stars GitHub last commit fastpbrl jax, pytorch
GitHub stars GitHub last commit QuaRL tensorflow-2.x
GitHub stars GitHub last commit accel_rl theano
GitHub stars GitHub last commit apex pytorch
GitHub stars GitHub last commit embodied tensorflow
GitHub stars GitHub last commit Rainy pytorch
GitHub stars GitHub last commit dapo tesorflow-1.x
GitHub stars GitHub last commit abcdrl pytorch
GitHub stars GitHub last commit gymnax-blines jax
GitHub stars GitHub last commit MARS pytorch
GitHub stars GitHub last commit nxdo pytorch
GitHub stars GitHub last commit gala tesorflow-1.x
GitHub stars GitHub last commit coltra-rl pytorch
GitHub stars GitHub last commit HTS-RL pytorch
GitHub stars GitHub last commit memoire
GitHub stars GitHub last commit xpag jax
GitHub stars GitHub last commit fast-marl pytorch
GitHub stars GitHub last commit haiku-baseline jax
GitHub stars GitHub last commit reinforcement mindspore
GitHub stars GitHub last commit sb3_jax jax
GitHub stars GitHub last commit exarl tf-2.x
GitHub stars GitHub last commit reinforced-lib jax
GitHub stars GitHub last commit reproduceRL tensorflow-1.x
GitHub stars GitHub last commit cause-life-is-a-game pytorch
GitHub stars GitHub last commit mbrl-jax jax
GitHub stars GitHub last commit XuanJing pytorch
GitHub stars GitHub last commit causal-mbrl pytorch

RL Accelerated Environment

Star arXiv Last Update Name Accelerate Type Property
/ / / vec_env subproc [1] [2] all
GitHub stars arXiv GitHub last commit EnvPool cpp Atari, Mujoco, Compilable environment
GitHub stars arXiv GitHub last commit ELF cpp Game in cpp, MiniRTS
GitHub stars arXiv GitHub last commit Cule gpu Atari
GitHub stars arXiv GitHub last commit Brax gpu robot
GitHub stars arXiv GitHub last commit Isaac-gym gpu robot
GitHub stars arXiv GitHub last commit WarpDrive gpu multiagent
GitHub stars / GitHub last commit griddly cpp grid-world game
GitHub stars / GitHub last commit powderworld gpu physics lightweight simulation environment
GitHub stars / GitHub last commit jumanji jit+xla Game / Combinatorial