Lizhi-sjtu / DRL-code-pytorchLinks
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
☆1,363Updated 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
Sorting:
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆930Updated this week
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,658Updated last year
- ☆1,006Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆710Updated 6 months ago
- kinds of reinforcement learning model by Pytorch☆341Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,622Updated 2 years ago
- ☆770Updated 2 years ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆553Updated last year
- Official implementation of HARL algorithms based on PyTorch.☆755Updated 3 months ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆827Updated last year
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆2,147Updated last year
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆625Updated 2 years ago
- ☆520Updated 9 months ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,935Updated 2 years ago
- ☆418Updated 2 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,135Updated 8 months ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆301Updated 5 years ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆391Updated last month
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆642Updated 3 years ago
- RL algorithms☆142Updated 4 years ago
- ☆427Updated last year
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆1,075Updated 10 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆492Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,274Updated 5 months ago
- This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based o…☆567Updated 3 months ago
- Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch☆531Updated 7 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆648Updated 5 years ago
- The repository is for safe reinforcement learning baselines.☆685Updated last month
- Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C5…☆2,870Updated 2 months ago
- Projects from basic algorithms to MARL. Implements MADDPG/MATD3 in Predator-Prey pursuit games with PettingZoo MPE environments.☆107Updated 3 weeks ago