Lizhi-sjtu / DRL-code-pytorch
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
☆1,243Updated 2 years ago
Alternatives and similar repositories for DRL-code-pytorch:
Users that are interested in DRL-code-pytorch are comparing it to the libraries listed below
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,498Updated 8 months ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆804Updated this week
- ☆949Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,547Updated 2 years ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆737Updated last year
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆1,963Updated 8 months ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆637Updated last month
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,828Updated last year
- Official implementation of HARL algorithms based on PyTorch.☆636Updated 2 weeks ago
- kinds of reinforcement learning model by Pytorch☆325Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆594Updated 2 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆546Updated 2 years ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆309Updated 2 weeks ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆544Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,203Updated 3 weeks ago
- ☆690Updated 2 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆280Updated 5 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆617Updated 5 years ago
- Python Multi-Agent Reinforcement Learning framework☆1,980Updated 2 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,204Updated 2 years ago
- The repository is for safe reinforcement learning baselines.☆614Updated 2 months ago
- ☆431Updated 5 months ago
- Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C5…☆2,164Updated last month
- RL algorithms☆142Updated 4 years ago
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆920Updated 6 months ago
- Implementation of benchmark RL algorithms☆467Updated 2 years ago
- ☆388Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆464Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,019Updated 4 months ago
- PyTorch implementation of soft actor critic☆867Updated 3 years ago