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PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

Python 236 34 Updated May 3, 2020

Implementation of Convolutional LSTM in PyTorch.

Python 2,039 434 Updated Jul 26, 2020

Pytorch Implement DRL algorithms (A2C, DDPG, PPO, TD3, SAC) for continuous action space control tasks.

Python 18 10 Updated Mar 21, 2020

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

Python 1,133 185 Updated Mar 29, 2023

PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )

Python 2,039 179 Updated May 15, 2024

Soft Actor-Critic

Python 1,028 237 Updated Nov 29, 2023

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC,A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Python 7 Updated Oct 30, 2024

This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

Python 93 20 Updated Jun 16, 2022

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

Python 280 32 Updated Feb 24, 2021

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Python 325 41 Updated Mar 25, 2023

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Python 2,904 462 Updated Apr 22, 2023

Deep Reinforcement Learning for Continuous Control in PyTorch

Python 93 14 Updated Dec 31, 2021

Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.

Python 63 24 Updated Oct 21, 2023

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Python 6,003 680 Updated Nov 14, 2024