kengz / awesome-deep-rlLinks
A curated list of awesome Deep Reinforcement Learning resources.
☆809Updated 2 months ago
Alternatives and similar repositories for awesome-deep-rl
Users that are interested in awesome-deep-rl are comparing it to the libraries listed below
Sorting:
- ☆1,237Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,278Updated 6 months ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆706Updated 2 years ago
- Library for Model Based RL☆1,017Updated last year
- A PyTorch library for building deep reinforcement learning agents.☆651Updated last year
- Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.☆420Updated 2 years ago
- The RL discord wiki☆256Updated 4 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆475Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆845Updated last year
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,182Updated 2 years ago
- Python library for Reinforcement Learning.☆904Updated last month
- Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆302Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,569Updated 10 months ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆836Updated last week
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆702Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆715Updated 2 years ago
- High throughput synchronous and asynchronous reinforcement learning☆936Updated 3 months ago
- A suite of test scenarios for multi-agent reinforcement learning.☆734Updated 2 weeks ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆963Updated 3 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,344Updated last year
- A toolkit for reproducible reinforcement learning research.☆2,023Updated 2 years ago
- List of competitions related to Reinforcement Learning☆349Updated last year
- A collection of multi agent environments based on OpenAI gym.☆616Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆555Updated 2 years ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆474Updated 5 months ago
- Imitation learning algorithms☆549Updated 5 months ago
- A Python interface for reinforcement learning environments☆377Updated 2 years ago
- Tools for accelerating safe exploration research.☆554Updated 2 years ago
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆234Updated 7 months ago
- Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary h…☆820Updated this week