tinkoff-ai / CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
☆1,096Updated last year
Related projects ⓘ
Alternatives and complementary repositories for CORL
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆484Updated 9 months ago
- A collection of reference environments for offline reinforcement learning☆1,349Updated this week
- An offline deep reinforcement learning library☆1,334Updated this week
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,131Updated 11 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆631Updated 2 years ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆647Updated 8 months ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆931Updated 6 months ago
- High throughput synchronous and asynchronous reinforcement learning☆830Updated this week
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,225Updated 11 months ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆772Updated 3 months ago
- ☆1,090Updated 5 months ago
- Imitation learning algorithms☆466Updated 3 months ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆615Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC)☆515Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆281Updated 7 months ago
- Library for Model Based RL☆963Updated 4 months ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆504Updated this week
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆711Updated 11 months ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,329Updated 3 months ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,276Updated 2 weeks ago
- Code for conservative Q-learning☆410Updated 2 years ago
- Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆286Updated last year
- Really Fast End-to-End Jax RL Implementations☆729Updated 2 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆598Updated 3 years ago
- A suite of test scenarios for multi-agent reinforcement learning.☆622Updated 2 weeks ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆312Updated this week
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆2,352Updated this week
- A curated list of awesome Deep Reinforcement Learning resources.☆685Updated 3 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆464Updated 2 years ago
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆401Updated 3 years ago