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
☆652Feb 10, 2024Updated 2 years ago
Alternatives and similar repositories for CORL
Users that are interested in CORL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆43Aug 22, 2023Updated 2 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,368Aug 3, 2023Updated 2 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆79Jun 23, 2023Updated 3 years ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆63Aug 3, 2023Updated 2 years ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,147Apr 20, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Vintix: Action Model via In-Context Reinforcement Learning - - — ICML 2025☆51May 23, 2025Updated last year
- Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"☆92Feb 11, 2024Updated 2 years ago
- Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022☆28Jul 10, 2022Updated 4 years ago
- Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Worksho…☆21Feb 27, 2023Updated 3 years ago
- Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner - - = ICLR 2026☆16Apr 8, 2026Updated 3 months ago
- Clean single-file implementation of offline RL algorithms in JAX☆182Jun 5, 2026Updated last month
- Official implementation for "Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows", NeurIPS 2022, O…☆12Jan 31, 2023Updated 3 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,073May 23, 2024Updated 2 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆56May 21, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight☆37Apr 8, 2023Updated 3 years ago
- JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️☆342Dec 16, 2025Updated 7 months ago
- Official implementation of the paper "Linear Transformers with Learnable Kernel Functions are Better In-Context Models"☆169Jan 16, 2025Updated last year
- Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023☆58Feb 3, 2023Updated 3 years ago
- [ICML 2025 GenBio Workshop] Official Implementation for "Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentia…☆18Jun 12, 2025Updated last year
- Code for the reproduction of counting manifolds☆16Feb 26, 2026Updated 4 months ago
- RL Environments in JAX 🌍☆910Apr 2, 2026Updated 3 months ago
- An offline deep reinforcement learning library☆1,675Sep 10, 2025Updated 10 months ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆224Dec 19, 2025Updated 7 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of the paper "You Do Not Fully Utilize Transformer's Representation Capacity"☆32May 28, 2025Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.☆393May 2, 2026Updated 2 months ago
- A collection of reference environments for offline reinforcement learning☆1,694Nov 18, 2024Updated last year
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆273Jun 6, 2026Updated last month
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆84Feb 13, 2025Updated last year
- LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.☆698Aug 22, 2025Updated 11 months ago
- Official Triton kernels for TopK and HierarchicalTopK Sparse Autoencoder decoders.☆29Sep 29, 2025Updated 9 months ago
- Official implementation of "NinA: Normalizing Flows in Action. Training VLA Models with Normalizing Flows"☆17Sep 22, 2025Updated 10 months ago
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆274Jun 10, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Really Fast End-to-End Jax RL Implementations☆1,092Sep 9, 2024Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆242Nov 24, 2025Updated 8 months ago
- GULAG: GUessing LAnGuages with neural networks☆13May 4, 2022Updated 4 years ago
- Awesome In-Context RL: A curated list of In-Context Reinforcement Learning - - —☆305Sep 8, 2025Updated 10 months ago
- 👀 VITRina: VIsual Token Representations☆11Jun 15, 2023Updated 3 years ago
- Примеры пропозалов для подачи заявки в Open.TLab☆27Dec 15, 2022Updated 3 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,769Jan 7, 2025Updated last year