π€ Elegant implementations of offline safe RL algorithms in PyTorch
β251Sep 13, 2024Updated last year
Alternatives and similar repositories for OSRL
Users that are interested in OSRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π₯ Datasets and env wrappers for offline safe reinforcement learningβ136Nov 12, 2025Updated 9 months ago
- π A fast safe reinforcement learning library in PyTorchβ256Sep 30, 2024Updated last year
- β26Aug 21, 2024Updated 2 years ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmarkβ580Jul 21, 2026Updated last month
- β10Sep 9, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"β131Feb 11, 2025Updated last year
- The repository is for safe reinforcement learning baselines.β813Mar 13, 2026Updated 5 months ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)β81May 21, 2023Updated 3 years ago
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)β16Feb 10, 2024Updated 2 years ago
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithmsβ415Mar 20, 2024Updated 2 years ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.β1,150Mar 17, 2025Updated 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+BCβ¦β1,373Aug 3, 2023Updated 3 years ago
- Benchmarked implementations of Offline RL Algorithms.β77Mar 4, 2025Updated last year
- β81Oct 19, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- β20Nov 3, 2024Updated last year
- Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Predictionβ36Nov 3, 2023Updated 2 years ago
- Clean single-file implementation of offline RL algorithms in JAXβ184Jun 5, 2026Updated 3 months ago
- Online Decision Transformerβ274Jan 22, 2024Updated 2 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.β78Jun 13, 2024Updated 2 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)β1,078May 23, 2024Updated 2 years ago
- Anti exploration in offline reinforcement learningβ11May 17, 2021Updated 5 years ago
- β368May 1, 2023Updated 3 years ago
- β66Jan 30, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024β29Apr 8, 2026Updated 4 months ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learniβ¦β80May 28, 2024Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.β184Nov 20, 2025Updated 9 months ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorβ¦β32Jul 27, 2023Updated 3 years ago
- A collection of reference environments for offline reinforcement learningβ1,702Nov 18, 2024Updated last year
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).β96Dec 13, 2023Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.β393Aug 9, 2026Updated 3 weeks ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observationsβ115Apr 16, 2026Updated 4 months ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.β54Dec 21, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)β97Dec 1, 2024Updated last year
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learningβ16Oct 22, 2023Updated 2 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizatβ¦β44Mar 3, 2024Updated 2 years ago
- Code accompanying the paper "Off-Policy Primal-Dual Safe Reinforcement Learning"β22Mar 29, 2024Updated 2 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learningβ29Feb 21, 2022Updated 4 years ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)β46Dec 10, 2024Updated last year
- β77Jul 6, 2025Updated last year