An elegant PyTorch offline reinforcement learning library for researchers.
☆392May 2, 2026Updated last month
Alternatives and similar repositories for OfflineRL-Kit
Users that are interested in OfflineRL-Kit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆22Apr 17, 2024Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆33Jun 2, 2023Updated 3 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- ☆10Mar 11, 2024Updated 2 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.
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,066May 23, 2024Updated 2 years ago
- An offline deep reinforcement learning library☆1,663Sep 10, 2025Updated 9 months ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆26Feb 28, 2022Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,682Nov 18, 2024Updated last year
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,364Aug 3, 2023Updated 2 years ago
- ☆27Apr 22, 2024Updated 2 years ago
- ☆12May 14, 2024Updated 2 years ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆63Apr 29, 2024Updated 2 years ago
- Synthetic Experience Replay☆112Apr 16, 2026Updated last month
- 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.
- Model-based Offline Policy Optimization re-implement all by pytorch☆42Sep 13, 2023Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆115Apr 16, 2026Updated last month
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆94Dec 13, 2023Updated 2 years ago
- Conservative Q learning in Jax☆57Feb 7, 2023Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆409Dec 18, 2021Updated 4 years ago
- RLA is a tool for managing your RL experiments automatically☆71Feb 7, 2023Updated 3 years ago
- Code for NeurIPS 2021 paper "Offline Reinforcement Learning with Reverse Model-based Imagination"☆20Dec 22, 2021Updated 4 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆244Sep 13, 2024Updated last year
- A curated list of awesome model based RL resources (continually updated)☆1,364May 21, 2026Updated 3 weeks 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.
- Code for conservative Q-learning☆485Dec 7, 2021Updated 4 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 4 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Nov 8, 2024Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆121Jul 31, 2024Updated last year
- Re-implementations of SOTA RL algorithms.☆137Sep 7, 2023Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆135Feb 8, 2022Updated 4 years ago
- Code release for "Supported Policy Optimization for Offline Reinforcement Learning" (NeurIPS 2022), https://arxiv.org/abs/2202.06239☆22Jun 24, 2023Updated 2 years ago
- ☆369May 1, 2023Updated 3 years ago
- Conservative Q Learning on top of SAC☆138Oct 15, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆664Apr 6, 2021Updated 5 years ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆514May 29, 2026Updated 2 weeks ago
- Anti exploration in offline reinforcement learning☆11May 17, 2021Updated 5 years ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆32Nov 12, 2024Updated last year
- Code for ICLR 2024 paper "When should we prefer Decision Transformers for Offline Reinforcement Learning?"☆17Jan 31, 2024Updated 2 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Dec 30, 2022Updated 3 years ago
- Corax: Core RL in JAX☆41Feb 22, 2024Updated 2 years ago