An index of algorithms for offline reinforcement learning (offline-rl)
☆1,073May 23, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-offline-rl
Users that are interested in awesome-offline-rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An offline deep reinforcement learning library☆1,673Sep 10, 2025Updated 10 months 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…☆1,370Aug 3, 2023Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,694Nov 18, 2024Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.☆393May 2, 2026Updated 2 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆667Apr 6, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for conservative Q-learning☆486Dec 7, 2021Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆211Nov 26, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆410Dec 18, 2021Updated 4 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191May 17, 2022Updated 4 years ago
- Paper Collection for Batch RL with brief introductions.☆85Feb 26, 2022Updated 4 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- ☆332Jan 23, 2022Updated 4 years ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A curated list of awesome model based RL resources (continually updated)☆1,384May 21, 2026Updated 2 months ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,823Apr 29, 2024Updated 2 years ago
- Conservative Q Learning on top of SAC☆142Oct 15, 2022Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Feb 21, 2022Updated 4 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆246Sep 13, 2024Updated last year
- ☆88Jul 30, 2024Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆37Jan 5, 2023Updated 3 years ago
- Library for Model Based RL☆1,065Jul 12, 2024Updated 2 years ago
- Collection of reinforcement learning algorithms☆2,922Jun 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆757Oct 26, 2022Updated 3 years ago
- Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation☆704Jun 3, 2024Updated 2 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆115Apr 16, 2026Updated 3 months ago
- ☆1,353May 27, 2024Updated 2 years ago
- A curated list of Diffusion Model in RL resources (continually updated)☆1,630May 30, 2026Updated last month
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 6 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Aug 9, 2022Updated 3 years ago
- A curated list of Decision Transformer resources (continually updated)☆915May 21, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,863Jul 19, 2026Updated last week
- [NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning☆59Sep 24, 2023Updated 2 years ago
- ☆411Feb 13, 2023Updated 3 years ago
- ☆65Jan 30, 2026Updated 5 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆138Feb 8, 2022Updated 4 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆537Oct 6, 2022Updated 3 years ago
- ☆61Feb 3, 2023Updated 3 years ago