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174

1.0k

mit

6

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

ppo-gru pytorch ppo-lstm dqn-pytorch ppo-pytorch rainbow-dqn sac-pytorch td3-pytorch ddpg-pytorch reinforcement-learning

Created 2022-03-23

163 commits to main branch, last one about a year ago

16

75

unknown

3

IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

twin-td3 td3-pytorch uav-communications deep-reinforcement-learning reconfigurable-intelligent-surfaces

Created 2022-09-23

200 commits to main branch, last one about a year ago

3

60

mit

2

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ppo sac td3 ddpg dqn-pytorch dueling-dqn ppo-pytorch sac-pytorch td3-pytorch actor-critic ddpg-pytorch dueling-ddqn soft-actor-critic dueling-dqn-pytorch dueling-network-architecture proximal-policy-optimization twin-delayed-policy-gradient prioritized-experience-replay

Created 2023-04-10

65 commits to master branch, last one 3 days ago

11

54

unknown

1

强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行

dppo pytorch algorithms td3-pytorch ddpg-pytorch policy-gradient qlearning-algorithm actor-critic-algorithm reinforcement-learning deep-qlearning-algorithm deep-reinforcement-learning proximal-policy-optimization prioritized-experience-replay

Created 2021-12-01

193 commits to main branch, last one 11 months ago