Lizhi-sjtu / DRL-code-pytorch
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
☆1,088Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DRL-code-pytorch
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,326Updated 4 months ago
- Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C5…☆1,369Updated 3 weeks ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,461Updated 2 years ago
- ☆876Updated last year
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆1,725Updated 4 months ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆648Updated this week
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆649Updated 7 months ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆505Updated last month
- Official implementation of HARL algorithms based on PyTorch.☆516Updated last month
- kinds of reinforcement learning model by Pytorch☆277Updated last year
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,717Updated last year
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆443Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆541Updated 2 years ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆250Updated 2 weeks ago
- ☆576Updated last year
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆517Updated 7 months ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,130Updated 11 months ago
- ☆300Updated 4 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆414Updated last year
- Implementation of benchmark RL algorithms☆459Updated 2 years ago
- ☆343Updated 3 weeks ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆933Updated 5 months ago
- Python Multi-Agent Reinforcement Learning framework☆1,883Updated last year
- The repository is for safe reinforcement learning baselines.☆516Updated last week
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆577Updated 4 years ago
- PyTorch implementation of soft actor critic☆816Updated 3 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…☆770Updated last month
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆672Updated 2 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆255Updated 4 years ago
- RL algorithms☆138Updated 3 years ago