🤖 Elegant implementations of offline safe RL algorithms in PyTorch
☆244Sep 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:
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆132Nov 12, 2025Updated 7 months ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆251Sep 30, 2024Updated last year
- ☆25Aug 21, 2024Updated last year
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆564Dec 4, 2025Updated 6 months ago
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆17Feb 10, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆10Sep 9, 2022Updated 3 years ago
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆124Feb 11, 2025Updated last year
- The repository is for safe reinforcement learning baselines.☆798Mar 13, 2026Updated 3 months ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆80May 21, 2023Updated 3 years ago
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms☆412Mar 20, 2024Updated 2 years ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆1,128Mar 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+BC…☆1,364Aug 3, 2023Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- ☆77Oct 19, 2023Updated 2 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.
- ☆20Nov 3, 2024Updated last year
- Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction☆35Nov 3, 2023Updated 2 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆178Jun 5, 2026Updated last week
- Online Decision Transformer☆275Jan 22, 2024Updated 2 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆76Jun 13, 2024Updated 2 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,066May 23, 2024Updated 2 years ago
- Anti exploration in offline reinforcement learning☆11May 17, 2021Updated 5 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆30Apr 8, 2026Updated 2 months ago
- ☆369May 1, 2023Updated 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.
- ☆64Jan 30, 2026Updated 4 months ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆79May 28, 2024Updated 2 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆32Jul 27, 2023Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆182Nov 20, 2025Updated 6 months ago
- A collection of reference environments for offline reinforcement learning☆1,682Nov 18, 2024Updated last year
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆94Dec 13, 2023Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆115Apr 16, 2026Updated 2 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆392May 2, 2026Updated last month
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆97Dec 1, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆16Oct 22, 2023Updated 2 years ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆51Dec 21, 2022Updated 3 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆44Mar 3, 2024Updated 2 years ago
- Code accompanying the paper "Off-Policy Primal-Dual Safe Reinforcement Learning"☆22Mar 29, 2024Updated 2 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Feb 21, 2022Updated 4 years ago
- A curated list of Decision Transformer resources (continually updated)☆903May 21, 2026Updated 3 weeks ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Dec 10, 2024Updated last year