An index of algorithms for offline reinforcement learning (offline-rl)
☆1,065May 23, 2024Updated last year
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☆1,659Sep 10, 2025Updated 7 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…☆1,353Aug 3, 2023Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,676Nov 18, 2024Updated last year
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆663Apr 6, 2021Updated 5 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆389May 2, 2026Updated last week
- 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.
- Code for conservative Q-learning☆483Dec 7, 2021Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆207Nov 26, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆408Dec 18, 2021Updated 4 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 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
- ☆327Jan 23, 2022Updated 4 years ago
- A curated list of awesome model based RL resources (continually updated)☆1,346Dec 20, 2025Updated 4 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,794Apr 29, 2024Updated 2 years ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Feb 21, 2022Updated 4 years ago
- Conservative Q Learning on top of SAC☆139Oct 15, 2022Updated 3 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆241Sep 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"☆35Jan 5, 2023Updated 3 years ago
- Library for Model Based RL☆1,061Jul 12, 2024Updated last year
- Collection of reinforcement learning algorithms☆2,899Jun 17, 2024Updated last year
- 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.
- Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation☆706Jun 3, 2024Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆114Apr 16, 2026Updated 3 weeks ago
- ☆398Feb 13, 2023Updated 3 years ago
- A curated list of Diffusion Model in RL resources (continually updated)☆1,595Dec 15, 2025Updated 4 months ago
- ☆1,331May 27, 2024Updated last year
- A curated list of Decision Transformer resources (continually updated)☆899Mar 8, 2026Updated 2 months ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆62Aug 9, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆164Jul 17, 2020Updated 5 years ago
- [NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning☆59Sep 24, 2023Updated 2 years ago
- ☆64Jan 30, 2026Updated 3 months ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,812Jan 20, 2026Updated 3 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆131Feb 8, 2022Updated 4 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆533Oct 6, 2022Updated 3 years ago
- ☆426Apr 29, 2024Updated 2 years ago