corl-team / CORLLinks
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
☆585Updated last year
Alternatives and similar repositories for CORL
Users that are interested in CORL are comparing it to the libraries listed below
Sorting:
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,256Updated 2 years ago
- JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️☆301Updated 3 weeks ago
- [ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specif…☆240Updated 3 weeks ago
- Multi-objective Gymnasium environments for reinforcement learning☆342Updated 2 months ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆464Updated 2 months ago
- Multi-Agent Reinforcement Learning with JAX☆634Updated 2 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆715Updated 2 years ago
- Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"☆91Updated last year
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆431Updated 3 weeks ago
- ☆237Updated 10 months ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆41Updated 2 years ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆431Updated 2 weeks ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆373Updated 3 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆358Updated 2 months ago
- Datasets with baselines for Offline MARL.☆178Updated 3 weeks ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆76Updated 2 years ago
- Code for conservative Q-learning☆455Updated 3 years ago
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆502Updated 2 weeks ago
- ☆57Updated 7 months ago
- Partially Observable Process Gym☆199Updated 3 months ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆187Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆844Updated last year
- ☆282Updated 3 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆279Updated 3 years ago
- Distributed Reinforcement Learning accelerated by Lightning Fabric☆392Updated this week
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆623Updated 11 months ago
- ☆265Updated last year
- A collection of reference environments for offline reinforcement learning☆1,572Updated 10 months ago
- High throughput synchronous and asynchronous reinforcement learning☆938Updated 3 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