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52

Massively Parallel Deep Reinforcement Learning. 🔥

a2c dqn gae per ppo sac td3 ddpg stable pytorch efficient drl-pytorch lightweight multiple-gpu model-free-rl bipedalwalkerhardcore reinforcement-learning

Created 2019-07-12

2,344 commits to master branch, last one 4 days ago

deep_rl dongminlee94

64

485

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

Reinforcement-Learning-Papers yingchengyang

16

255

mit

15

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

iclr22 iclr23 iclr24 icml22 icml23 neurips22 neurips23 offline-rl world-models model-free-rl model-based-rl reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning reinforcement-learning-papers multi-task-reinforcement-learning model-based-reinforcement-learning unsupervised-reinforcement-learning generalization-reinforcement-learning representation-reinforcement-learning

Created 2021-10-29

475 commits to main branch, last one about a month ago

Deep-Reinforcement-Learning-CS285-Pytorch erfanMhi

11

130

mit

4

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

mujoco python pytorch berkeley openai-gym deep-learning model-free-rl model-based-rl deep-q-learning neural-networks policy-gradient actor-critic-algorithm reinforcement-learning deep-reinforcement-learning

Created 2020-06-13

38 commits to master branch, last one 3 years ago

Samsung-DRL-Code dongminlee94

27

104

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 2 years ago

model-free-algorithms xlnwel

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unknown

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TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

ppo sac td3 ddpg rainbow model-free-rl reinforcement-learning

Created 2019-04-30

365 commits to master branch, last one 3 years ago