Awesome Reinforcement Learning Library
RL Library
RL Accelerated Environment
Star |
Last Update |
Name |
Backend |
|
|
ray |
pytorch, tensorflow-2.x |
|
|
baselines |
tesorflow-1.x |
|
|
dopamine |
tensorflow-2.x, tesorflow-1.x |
|
|
TensorLayer |
tensorflow-2.x |
|
|
spinningup |
pytorch, tesorflow-1.x |
|
|
keras-rl |
keras |
|
|
tianshou |
pytorch |
|
|
Deep-Reinforcement-Learning-Algorithms-with-PyTorch |
pytorch |
|
|
stable-baselines3 |
pytorch |
|
|
ReAgent |
pytorch |
|
|
open_spiel |
pytorch, tensorflow-2.x |
|
|
trfl |
tensorflow-2.x, tesorflow-1.x |
|
|
tensorforce |
tensorflow-2.x |
|
|
pytorch-a2c-ppo-acktr-gail |
pytorch |
|
|
acme |
jax, tensorflow-2.x |
|
|
DouZero |
pytorch |
|
|
PARL |
paddle, pytorch |
|
|
agents |
tensorflow-2.x, tesorflow-1.x |
|
|
coach |
tesorflow-1.x |
|
|
rlpyt |
pytorch |
|
|
ElegantRL |
pytorch |
|
|
rlkit |
pytorch |
|
|
rlcard |
pytorch |
|
|
garage |
tensorflow-2.x |
|
|
SLM-Lab |
pytorch |
|
|
chainerrl |
chainer |
|
|
batch-ppo |
tesorflow-1.x |
|
|
scalable_agent |
tesorflow-1.x |
|
|
cleanrl |
pytorch |
|
|
pfrl |
pytorch |
|
|
seed_rl |
tensorflow-2.x |
|
|
torchbeast |
pytorch |
|
|
GA3C |
tesorflow-1.x |
|
|
d3rlpy |
pytorch |
|
|
mbrl-lib |
pytorch |
|
|
mushroom-rl |
pytorch |
|
|
autonomous-learning-library |
pytorch |
|
|
reverb |
jax, tensorflow-2.x |
|
|
DI-engine |
pytorch |
|
|
deer |
tensorflow-2.x |
|
|
surreal |
pytorch |
|
|
rl_algorithms |
pytorch |
|
|
deep_rl |
pytorch |
|
|
rl-starter-files |
pytorch |
|
|
salina |
pytorch |
|
|
genrl |
pytorch |
|
|
RLs |
pytorch |
|
|
lagom |
pytorch |
|
|
Deep-Reinforcement-Learning-Algorithms |
pytorch |
|
|
rl-agents |
pytorch |
|
|
batch_rl |
tensorflow-2.x |
|
|
tonic |
pytorch, tensorflow-2.x |
|
|
sample-factory |
pytorch |
|
|
jaxrl |
jax |
|
|
JORLDY |
pytorch |
|
|
rlgraph |
pytorch, tesorflow-1.x |
|
|
machin |
pytorch |
|
|
malib |
pytorch |
|
|
rlmeta |
pytorch |
|
|
rlstructures |
pytorch |
|
|
DeepRL_Algorithms |
pytorch, tensorflow-2.x |
|
|
xingtian |
tesorflow-1.x |
|
|
HandyRL |
pytorch |
|
|
rl_games |
pytorch |
|
|
simple_rl |
numpy |
|
|
stable-baselines |
tesorflow-1.x |
|
|
url_benchmark |
pytorch |
|
|
paac |
tesorflow-1.x |
|
|
godot_rl_agents |
pytorch |
|
|
adeptRL |
pytorch |
|
|
ape-x |
tesorflow-1.x |
|
|
pymdp |
numpy |
|
|
torchrl |
pytorch |
|
|
mtrl |
pytorch |
|
|
EasyReinforcementLearning |
tesorflow-1.x |
|
|
rl |
pytorch |
|
|
epymarl |
pytorch |
|
|
tleague_projpage |
tesorflow-1.x |
|
|
deluca |
jax |
|
|
rlds |
tensorflow-2.x |
|
|
rlberry |
jax, pytorch |
|
|
coax |
jax |
|
|
distributedRL |
pytorch |
|
|
d4pg-pytorch |
pytorch |
|
|
rela |
pytorch |
|
|
magi |
jax |
|
|
mrl |
pytorch |
|
|
nnabla-rl |
nnabla |
|
|
ILSwiss |
pytorch |
|
|
deep_ope |
tensorflow-2.x |
|
|
pomdp-baselines |
pytorch |
|
|
rljax |
jax |
|
|
simple-reinforcement-learning |
tesorflow-1.x |
|
|
jax-rl |
jax |
|
|
cpprb |
|
|
|
safeRL |
pytorch |
|
|
raylab |
pytorch |
|
|
Explorer |
pytorch |
|
|
COBS |
pytorch, tensorflow-2.x |
|
|
accel_rl |
theano |
|
|
YARR |
pytorch |
|
|
QuaRL |
tensorflow-2.x |
|
|
apex |
pytorch |
|
|
deep_reinforcement_learning_gallery |
tensorflow-2.x |
|
|
Rainy |
pytorch |
|
|
dapo |
tesorflow-1.x |
|
|
Rainy |
pytorch |
|
|
memoire |
|
|
|
gala |
tesorflow-1.x |
|
|
HTS-RL |
pytorch |
|
|
MARS |
pytorch |
|
|
nxdo |
pytorch |
|
|
coltra-rl |
pytorch |
|
|
fast-marl |
pytorch |
|
|
cause-life-is-a-game |
pytorch |
RL Accelerated Environment
Star |
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 |