XinJingHao / DRL-PytorchLinks
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
☆3,270Updated 8 months ago
Alternatives and similar repositories for DRL-Pytorch
Users that are interested in DRL-Pytorch are comparing it to the libraries listed below
Sorting:
- ☆846Updated 2 years ago
- https://hrl.boyuai.com/☆4,484Updated 3 years ago
- ☆798Updated 2 years ago
- This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based o…☆617Updated 8 months ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,441Updated 2 years ago
- Deep Reinforcement Learning☆4,501Updated 3 years ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,036Updated last week
- ☆601Updated last year
- ☆466Updated 8 months ago
- ☆1,047Updated 3 years ago
- ☆268Updated last month
- kinds of reinforcement learning model by Pytorch☆344Updated 2 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,554Updated 3 years ago
- Projects from basic algorithms to MARL. Implements MADDPG,MATD3,MA/HAPPO in Predator-Prey pursuit games with PettingZoo MPE environments.☆329Updated 3 months ago
- 强化学习第二版习题解答与代码案例 Solutions and codes for Reinforcement Learning second edition☆168Updated 4 years ago
- MinRL provides clean, minimal implementations of fundamental reinforcement learning algorithms in a customizable GridWorld environment. T…☆120Updated 8 months ago
- ☆97Updated last year
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆2,311Updated last year
- The mirror of RL_Coding_Exercise.☆115Updated last year
- Some basic examples of playing with RL☆1,268Updated 2 weeks ago
- Unified Reinforcement Learning Framework☆816Updated last year
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆315Updated 6 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,571Updated 2 years ago
- 《Reinforcement Learning: An Introduction》(第二版)中文翻译☆645Updated 3 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,294Updated 2 months ago
- Source codes for the book "Reinforcement Learning: Theory and Python Implementation"☆1,011Updated 3 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,884Updated last year
- Official implementation of HARL algorithms based on PyTorch.☆856Updated 9 months ago
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆1,209Updated last year
- Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments☆857Updated 6 years ago