bentrevett / pytorch-rlLinks
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
☆286Updated 5 years ago
Alternatives and similar repositories for pytorch-rl
Users that are interested in pytorch-rl are comparing it to the libraries listed below
Sorting:
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆249Updated 4 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆493Updated 3 years ago
- A library for ready-made reinforcement learning agents and reusable components for neat prototyping☆299Updated last year
- Prioritized Experience Replay (PER) implementation in PyTorch☆352Updated 5 years ago
- My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019☆169Updated 2 years ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆710Updated 2 years ago
- PyTorch Agent Net: reinforcement learning toolkit for pytorch☆548Updated last year
- Notes and exercise solutions for second edition of Sutton & Barto's book☆397Updated 3 years ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆967Updated 4 months ago
- A pytorch tutorial for DRL(Deep Reinforcement Learning)☆218Updated 2 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,077Updated 4 years ago
- A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for l…☆158Updated 4 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆228Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,293Updated 7 months ago
- ☆184Updated 3 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆701Updated last year
- Reinforcement learning tutorials☆388Updated 2 years ago
- The RL discord wiki☆257Updated 5 years ago
- Structural implementation of RL key algorithms☆514Updated 2 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆480Updated last year
- 🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉☆309Updated 2 years ago
- List of competitions related to Reinforcement Learning☆349Updated last year
- PyTorch implementation of soft actor critic☆915Updated 3 months ago
- Imitation learning algorithms☆553Updated 7 months ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,254Updated 4 years ago
- A well-documented A2C written in PyTorch☆52Updated 6 years ago
- Policy Gradient Actor-Critic PyTorch | Lunar Lander v2☆73Updated 6 years ago
- Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3☆101Updated 3 years ago
- 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2☆609Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆556Updated 2 years ago