MrSyee / pg-is-all-you-needLinks
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
☆987Updated 7 months ago
Alternatives and similar repositories for pg-is-all-you-need
Users that are interested in pg-is-all-you-need are comparing it to the libraries listed below
Sorting:
- Soft Actor-Critic☆1,195Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,324Updated 9 months ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,003Updated 3 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,391Updated 2 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,082Updated 4 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,267Updated 4 years ago
- PyTorch implementation of soft actor critic☆931Updated 5 months ago
- Collection of reinforcement learning algorithms☆2,843Updated last year
- Prioritized Experience Replay (PER) implementation in PyTorch☆357Updated 5 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆493Updated 4 years ago
- Structural implementation of RL key algorithms☆516Updated 2 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,011Updated 2 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,193Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆764Updated 2 years ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆721Updated 2 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆653Updated 4 years ago
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,659Updated 4 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆691Updated 3 weeks ago
- PyTorch Agent Net: reinforcement learning toolkit for pytorch☆551Updated last year
- Simple A3C implementation with pytorch + multiprocessing☆658Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,631Updated last year
- ☆1,307Updated last year
- 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2☆608Updated 3 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆491Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,137Updated 3 years ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆905Updated last year
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆712Updated last year
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆782Updated 3 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,327Updated this week
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Updated 2 years ago