Awesome Reinforcement Learning Library
RL Library
RL Accelerated Environment
Star
Last Update
Name
Backend
ray-rllib
pytorch, tensorflow-2.x
baselines
tesorflow-1.x
dopamine
tensorflow-2.x, tesorflow-1.x
spinningup
pytorch, tesorflow-1.x
TensorLayer
tensorflow-2.x
tianshou
pytorch
keras-rl
keras
stable-baselines3
pytorch
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
pytorch
open_spiel
pytorch, tensorflow-2.x
ReAgent
pytorch
DouZero
pytorch
tensorforce
tensorflow-2.x
acme
jax, tensorflow-2.x
pytorch-a2c-ppo-acktr-gail
pytorch
trfl
tensorflow-2.x, tesorflow-1.x
PARL
paddle, pytorch
ElegantRL
pytorch
agents
tensorflow-2.x, tesorflow-1.x
DI-engine
pytorch
cleanrl
pytorch
coach
tesorflow-1.x
rlcard
pytorch
rlkit
pytorch
rlpyt
pytorch
garage
tensorflow-2.x
SLM-Lab
pytorch
chainerrl
chainer
rl
pytorch
pfrl
pytorch
rlax
jax
batch-ppo
tesorflow-1.x
scalable_agent
tesorflow-1.x
d3rlpy
pytorch
seed_rl
tensorflow-2.x
mbrl-lib
pytorch
torchbeast
pytorch
mushroom-rl
pytorch
reverb
jax, tensorflow-2.x
GA3C
tesorflow-1.x
autonomous-learning-library
pytorch
CORL
pytorch
sample-factory
pytorch
rl-starter-files
pytorch
deer
tensorflow-2.x
surreal
pytorch
rl_algorithms
pytorch
deep_rl
pytorch
jaxrl
jax
Deep-Reinforcement-Learning-Algorithms
pytorch
rl-agents
pytorch
batch_rl
tensorflow-2.x
RLs
pytorch
salina
pytorch
rl_games
pytorch
godot_rl_agents
pytorch
genrl
pytorch
tonic
pytorch, tensorflow-2.x
lagom
pytorch
malib
pytorch
machin
pytorch
JORLDY
pytorch
rlgraph
pytorch, tesorflow-1.x
rlmeta
pytorch
url_benchmark
pytorch
epymarl
pytorch
xingtian
tesorflow-1.x
HandyRL
pytorch
rlstructures
pytorch
DeepRL_Algorithms
pytorch, tensorflow-2.x
pymdp
numpy
stable-baselines
tesorflow-1.x
simple_rl
numpy
alf
pytorch, Tensorflow 2.1
tmrl
pytorch
paac
tesorflow-1.x
adeptRL
pytorch
pomdp-baselines
pytorch
skrl
pytorch
ape-x
tesorflow-1.x
mtrl
pytorch
EasyReinforcementLearning
tesorflow-1.x
torchrl
pytorch
TimeChamber
pytorch
rlds
tensorflow-2.x
coax
jax
tleague_projpage
tesorflow-1.x
rlberry
jax, pytorch
ILSwiss
pytorch
deluca
jax
nnabla-rl
nnabla
d4pg-pytorch
pytorch
magi
jax
mrl
pytorch
rsl_rl
pytorch
distributedRL
pytorch
sbx
jax
rela
pytorch
RLHive
torch
deep_ope
tensorflow-2.x
rljax
jax
Explorer
pytorch
unstable_baselines
tensorflow-2.x
jax-rl
jax
deep_reinforcement_learning_gallery
tensorflow-2.x
cpprb
simple-reinforcement-learning
tesorflow-1.x
safeRL
pytorch
YARR
pytorch
COBS
pytorch, tensorflow-2.x
DB-Football
pytorch
raylab
pytorch
fastpbrl
jax, pytorch
QuaRL
tensorflow-2.x
accel_rl
theano
apex
pytorch
embodied
tensorflow
Rainy
pytorch
dapo
tesorflow-1.x
abcdrl
pytorch
gymnax-blines
jax
MARS
pytorch
nxdo
pytorch
gala
tesorflow-1.x
coltra-rl
pytorch
HTS-RL
pytorch
memoire
xpag
jax
fast-marl
pytorch
haiku-baseline
jax
reinforcement
mindspore
sb3_jax
jax
exarl
tf-2.x
reinforced-lib
jax
reproduceRL
tensorflow-1.x
cause-life-is-a-game
pytorch
mbrl-jax
jax
XuanJing
pytorch
causal-mbrl
pytorch
RL Accelerated Environment
Star
arXiv
Last Update
Name
Accelerate Type
Property
/
/
/
vec_env
subproc [1] [2]
all
EnvPool
cpp
Atari, Mujoco, Compilable environment
ELF
cpp
Game in cpp, MiniRTS
Cule
gpu
Atari
Brax
gpu
robot
Isaac-gym
gpu
robot
WarpDrive
gpu
multiagent
/
griddly
cpp
grid-world game
/
powderworld
gpu
physics lightweight simulation environment
/
jumanji
jit+xla
Game / Combinatorial