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
☆1,151Updated last year
Alternatives and similar repositories for CORL:
Users that are interested in CORL are comparing it to the libraries listed below
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆525Updated last year
- A collection of reference environments for offline reinforcement learning☆1,414Updated 3 months ago
- ☆1,122Updated 8 months ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆957Updated 8 months ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,178Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.☆303Updated 10 months ago
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆631Updated last year
- An offline deep reinforcement learning library☆1,395Updated this week
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆699Updated 10 months ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆546Updated last week
- High throughput synchronous and asynchronous reinforcement learning☆867Updated last month
- Imitation learning algorithms☆496Updated 6 months ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆562Updated 4 months ago
- Code for conservative Q-learning☆424Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆654Updated 2 years ago
- PyTorch implementation of soft actor critic☆852Updated 3 years ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆365Updated last week
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆259Updated 2 years ago
- A collection of MARL benchmarks based on TorchRL☆345Updated this week
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆802Updated 6 months ago
- Library for Model Based RL☆984Updated 7 months ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆526Updated 3 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆306Updated 3 weeks ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆343Updated 3 weeks ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆730Updated last year
- A curated list of awesome Deep Reinforcement Learning resources.☆722Updated 6 months ago
- Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆288Updated last year
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,268Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆341Updated 3 years ago
- Implementation of Dreamer v3 in pytorch.☆489Updated 4 months ago