kengz / awesome-deep-rlLinks
A curated list of awesome Deep Reinforcement Learning resources.
☆820Updated 3 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:
- ☆1,270Updated last year
- Library for Model Based RL☆1,024Updated last year
- A collection of reference environments for offline reinforcement learning☆1,591Updated 11 months ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆848Updated last year
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆710Updated 2 years ago
- The RL discord wiki☆257Updated 5 years ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆846Updated this week
- 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
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆701Updated last year
- Python library for Reinforcement Learning.☆913Updated 2 months ago
- A suite of test scenarios for multi-agent reinforcement learning.☆749Updated 3 weeks ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,187Updated 3 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
- High throughput synchronous and asynchronous reinforcement learning☆946Updated 5 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆723Updated 3 years ago
- Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆304Updated 2 years ago
- A PyTorch library for building deep reinforcement learning agents.☆652Updated last year
- Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.☆427Updated 3 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,610Updated 9 months ago
- A toolkit for reproducible reinforcement learning research.☆2,038Updated 2 years ago
- Imitation learning algorithms☆553Updated 7 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,351Updated last year
- A collection of multi agent environments based on OpenAI gym.☆619Updated last year
- Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary h…☆835Updated this week
- Tools for accelerating safe exploration research.☆564Updated 2 years ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆648Updated last month
- List of competitions related to Reinforcement Learning☆349Updated last year
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆967Updated 4 months ago
- A Python interface for reinforcement learning environments☆379Updated 2 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,341Updated last month