Rafael1s / Deep-Reinforcement-Learning-AlgorithmsLinks
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
☆984Updated 4 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-Algorithms
Users that are interested in Deep-Reinforcement-Learning-Algorithms are comparing it to the libraries listed below
Sorting:
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆458Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,330Updated 10 months ago
- Reinforcement learning tutorials☆397Updated 2 years ago
- Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt☆1,274Updated last year
- ☆436Updated 2 years ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆727Updated 2 years ago
- Repository for most of the code from my YouTube channel☆933Updated 2 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆741Updated 3 years ago
- PyTorch implementation of soft actor critic☆933Updated 6 months ago
- A curated list of awesome Deep Reinforcement Learning resources.☆862Updated 6 months ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,720Updated 3 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,154Updated 3 years ago
- Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51☆319Updated 5 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,082Updated 4 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,030Updated 2 years ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆991Updated 8 months ago
- Code from the Deep Reinforcement Learning in Action book from Manning, Inc☆829Updated last year
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆347Updated 2 years ago
- Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch☆555Updated 7 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆670Updated 3 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆785Updated 3 years ago
- ☆1,311Updated last year
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆527Updated last week
- Multi-Agent Reinforcement Learning (MARL) papers with code☆415Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,881Updated last year
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆772Updated 2 years ago
- Source codes for the book "Reinforcement Learning: Theory and Python Implementation"☆1,011Updated 3 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…☆1,207Updated last year
- Reinforcement Learning Algorithms Based on PyTorch☆452Updated 4 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆678Updated 6 years ago