13 results found Sort:

udacity
deep-reinforcement-learning udacity
2.3k
4.9k
mit
179
Repo for the Deep Reinforcement Learning Nanodegree program
dqn ppo ddpg pytorch ml-agents openai-gym pytorch-rl cross-entropy hill-climbing rl-algorithms neural-networks dynamic-programming openai-gym-solutions reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms
Created 2018-07-06
24 commits to master branch, last one 2 years ago
opendilab
DI-engine opendilab
373
3.1k
apache-2.0
22
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
drl r2d2 smac atari impala mujoco python minigrid self-play offline-rl pytorch-rl distributed-system imitation-learning reinforcement-learning exploration-exploitation inverse-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning-algorithms distributed-reinforcement-learning model-based-reinforcement-learning
Created 2021-07-04
821 commits to main branch, last one 16 days ago
Khrylx
PyTorch-RL Khrylx
189
1.1k
mit
26
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
RITCHIEHuang
DeepRL_Algorithms RITCHIEHuang
41
322
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
nikhilbarhate99
Hierarchical-Actor-Critic-HAC-PyTorch nikhilbarhate99
48
296
mit
8
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
pytorch openai-gym pytorch-rl actor-critic gym-environment gym-environments pytorch-implementation reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms hierarchical-reinforcement-learning
Created 2019-06-03
38 commits to master branch, last one 2 years ago
opendilab
DI-engine-docs opendilab
62
288
apache-2.0
2
DI-engine docs (Chinese and English)
offline-rl pytorch-rl deep-learning imitation-learning reinforcement-learning inverse-reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning multi-agent-reinforcement-learning
Created 2021-07-09
331 commits to main branch, last one 15 days ago
greydanus
baby-a3c greydanus
43
171
apache-2.0
5
A high-performance Atari A3C agent in 180 lines of PyTorch
a3c atari pytorch pytorch-rl pytorch-a3c actor-critic deep-reinforcement-learning
Created 2017-10-03
42 commits to master branch, last one 3 years ago
mdeib
berkeley-deep-RL-pytorch-solutions mdeib
24
121
unknown
2
Pytorch solutions for UC Berkeley's cs285 assignments
cs285 pytorch-rl reinforcement-learning
Created 2020-06-26
54 commits to master branch, last one 4 years ago
dongminlee94
Samsung-DRL-Code dongminlee94
27
106
mit
5
A repository for implementation of deep reinforcement learning lectured at Samsung
pytorch pytorch-rl model-free-rl reinforcement-learning deep-reinforcement-learning
Created 2019-07-02
69 commits to master branch, last one 3 years ago
aksub99
MolDQN-pytorch aksub99
28
74
mit
3
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
python pytorch molecule chemistry pytorch-rl dqn-pytorch deep-learning drug-discovery inverse-design machine-learning materials-science materials-informatics pytorch-implementation reinforcement-learning
Created 2019-10-19
27 commits to master branch, last one 3 years ago
mdeib
berkeley-deep-RL-pytorch-starter mdeib
14
70
unknown
3
Pytorch starter code for UC Berkeley's cs285 assignments
cs285 pytorch-rl reinforcement-learning
Created 2020-06-26
32 commits to master branch, last one 4 years ago
SapanaChaudhary
PyTorch-CPO SapanaChaudhary
10
48
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
med-air
DEX med-air
4
33
mit
2
[ICRA 2023] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
sac awac ddpg gail sqil pytorch-rl surgical-robots automation-robotics goal-conditioned-rl advantage-actor-critic reinforcement-learning hindsight-experience-replay
Created 2023-02-18
9 commits to main branch, last one about a year ago