20 results found Sort:

thu-ml
tianshou thu-ml
1.1k
8.1k
mit
94
An elegant PyTorch deep reinforcement learning library.
rl a2c bcq cql dqn drl npg ppo sac td3 ddpg trpo atari mujoco pytorch double-dqn transferlab policy-gradient imitation-learning
Created 2018-04-16
842 commits to master branch, last one 13 days ago
sweetice
Deep-reinforcement-learning-with-pytorch sweetice
858
4.0k
mit
36
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c dqn ppo sac td3 trpo sarsa resnet alphago pytorch algorithm reinforce actor-critic deep-learning policy-gradient actor-critic-algorithm deep-reinforcement-learning
Created 2018-06-09
4 commits to master branch, last one 4 years ago
Khrylx
PyTorch-RL Khrylx
189
1.1k
mit
27
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
a2c ppo trpo pytorch pytorch-rl fisher-vectors policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization generative-adversarial-network
Created 2017-10-17
100 commits to master branch, last one 3 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
324
838
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
MushroomRL
mushroom-rl MushroomRL
149
825
mit
23
Python library for Reinforcement Learning.
rl dqn sac ddpg trpo atari mujoco pytorch pybullet qlearning openai-gym deep-learning reinforcement-learning deep-reinforcement-learning
Created 2017-02-25
1,991 commits to dev branch, last one 27 days ago
jingweiz
pytorch-rl jingweiz
143
798
mit
24
Deep Reinforcement Learning with pytorch & visdom
a3c dqn acer trpo visdom pytorch pytorch-a3c actor-critic deep-learning reinforcement-learning deep-reinforcement-learning
Created 2017-04-10
85 commits to master branch, last one 6 years ago
TianhongDai
reinforcement-learning-algorithms TianhongDai
109
669
unknown
15
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are st...
a2c dqn ppo sac ddpg trpo pytorch algorithm atari2600 dueling-dqn flappy-bird actor-critic deep-learning soft-actor-critic deep-reinforcement-learning proximal-policy-optimization trust-region-policy-optimization
Created 2018-01-13
25 commits to master branch, last one 3 years ago
marload
DeepRL-TensorFlow2 marload
141
603
apache-2.0
19
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
a2c a3c dqn ppo sac ddpg trpo reinforce double-dqn tensorflow dueling-dqn rainbow-dqn tensorflow2 deep-learning machine-learning reinforcement-learning deep-reinforcement-learning
Created 2020-03-09
96 commits to master branch, last one 4 years ago
dongminlee94
deep_rl dongminlee94
60
491
mit
13
PyTorch implementation of deep reinforcement learning algorithms
a2c dqn npg ppo sac td3 vpg ddpg ddqn trpo pytorch sac-aea model-free-rl deep-reinforcement-learning
Created 2019-09-17
366 commits to main branch, last one 3 years ago
Skylark0924
Machine-Learning-is-ALL-You-Need Skylark0924
92
395
unknown
11
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
dqn gan ppo ddpg lstm trpo keras resnet pytorch qlearning tensorflow actor-critic random-forest decision-trees logistic-regression k-nearest-neighbours naive-bayes-classifier support-vector-machine deep-reinforcement-learning convolutional-neural-networks
Created 2020-04-02
130 commits to master branch, last one about a year ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
130
390
unknown
11
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning
Created 2020-10-02
23 commits to master branch, last one 3 years ago
RITCHIEHuang
DeepRL_Algorithms RITCHIEHuang
41
324
unknown
11
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
dqn ppo td3 trpo mujoco pytorch-rl tensorflow2 reinforcement policygradient policy-gradient soft-actor-critic pytorch-implementation deep-reinforcement-learning reinforcement-learning-algorithms
Created 2019-07-30
24 commits to master branch, last one 3 years ago
RchalYang
torchrl RchalYang
21
215
unknown
4
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
dqn gym ppo sac td3 ddpg trpo mujoco pytorch algorithm policy-agent rl-algorithms reinforcement-learning
Created 2018-12-22
239 commits to master branch, last one 3 years ago
liuzuxin
FSRL liuzuxin
27
166
mit
4
🚀 A fast safe reinforcement learning library in PyTorch
cpo ppo sac cvpo trpo library pytorch safe-rl robotics trustworthy-ai decision-making safety-critical reinforcement-learning
Created 2023-05-07
15 commits to main branch, last one 2 months ago
LxzGordon
Deep-Reinforcement-Learning-with-pytorch LxzGordon
17
92
unknown
3
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
a2c a3c dqn sac td3 ddpg trpo sarsa pytorch algorithm double-dqn dueling-dqn actor-critic policy-gradients reinforcement-learning
Created 2020-09-19
87 commits to master branch, last one 3 years ago
Officium
RL-Experiments Officium
8
51
mit
5
High-quality implementations of deep reinforcement learning algorithms for experiments
a2c dqn ppo trpo pytorch rainbow reinforce rl-experiments
Created 2018-03-12
82 commits to master branch, last one 3 years ago
SapanaChaudhary
PyTorch-CPO SapanaChaudhary
10
50
mit
3
PyTorch implementation of Constrained Policy Optimization
trpo pytorch pytorch-rl trpo-pytorch policy-gradient reinforcement-learning constrained-optimization constrained-policy-gradient deep-reinforcement-learning pytorch-reinforcement-learning reinforcement-learning-algorithms
Created 2021-10-19
10 commits to master branch, last one 3 years ago
CUN-bjy
rl-paper-review CUN-bjy
6
41
mit
5
road-map & paper review for Reinforcement Learning
rl gae her per ppo sac td3 ddpg trpo roadmap rl-review rl-roadmap review-page paper-review policy-gradient reinforcement-learning
Created 2020-06-24
149 commits to master branch, last one 3 years ago
ZeinBarhoum
RL-quadrotor ZeinBarhoum
2
39
unknown
3
Reinforcement Learning for quadrotor trajectory planning and control
ppo sac uav ddpg trpo quadrotor pid-control gym-environment machine-learning reinforcement-learning
Created 2023-05-21
14 commits to master branch, last one about a year ago
TroddenSpade
Meta-Reinforcement-Learning TroddenSpade
1
34
unknown
4
Code snippets of Meta Reinforcement Learning algorithms
ppo maml trpo pytorch deep-learning meta-learning reinforcement-learning meta-reinforcement-learning
Created 2022-07-09
25 commits to main branch, last one about a year ago