OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
☆61Aug 9, 2022Updated 3 years ago
Alternatives and similar repositories for COBS
Users that are interested in COBS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆88Jul 30, 2024Updated last year
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 5 years ago
- Safe Policy Improvement with Baseline Bootstrapping☆26May 5, 2020Updated 6 years ago
- ☆33Jul 30, 2024Updated last year
- ☆13Aug 9, 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.
- Learning representations for RL in Healthcare under a POMDP assumption☆58Jan 21, 2025Updated last year
- ☆203Mar 25, 2023Updated 3 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,064May 23, 2024Updated 2 years ago
- CS234 Sepsis Simulator For RL☆18Dec 8, 2022Updated 3 years ago
- ☆26Mar 16, 2023Updated 3 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Jul 26, 2019Updated 6 years ago
- ☆27Oct 25, 2019Updated 6 years ago
- Sepsis cohort from MIMIC dataset☆129Jul 6, 2023Updated 2 years ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆17May 14, 2019Updated 7 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.
- IJMLC: Open-TI: Open Traffic Intelligence with Augmented Language Model☆22Jul 30, 2025Updated 10 months ago
- This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"☆26Jul 6, 2018Updated 7 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆663Apr 6, 2021Updated 5 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- ☆114Aug 6, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- ☆21Dec 22, 2020Updated 5 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 5 years ago
- Reinforcement learning for medical decisions☆130Dec 17, 2019Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function☆13Apr 13, 2026Updated last month
- Code for conservative Q-learning☆483Dec 7, 2021Updated 4 years ago
- Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"☆34Dec 9, 2022Updated 3 years ago
- Reinforcement Learning with Convex Constraints☆14Apr 6, 2022Updated 4 years ago
- Implementation of importance sampling, direct, and hybrid methods for off-policy evaluation.☆16Mar 28, 2020Updated 6 years ago
- Unified notation for Markov Decision Processes PO(MDP)s☆24Apr 27, 2018Updated 8 years ago
- Real-World RL Benchmark Suite☆366Aug 11, 2020Updated 5 years ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Bayes-Adaptive Monte-Carlo Planning algorithm☆19Mar 5, 2013Updated 13 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of ``Actor-Critic Alignment for Offline-to-Online Reinforcement Learning''☆13Oct 12, 2023Updated 2 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆80Aug 14, 2022Updated 3 years ago
- ☆36Jul 10, 2021Updated 4 years ago
- Gradient Estimation with Discrete Stein Operators (NeurIPS 2022)☆17Nov 14, 2023Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆201Mar 15, 2023Updated 3 years ago
- Constrained episodic reinforcement learning in concave-convex and knapsack settings☆11Oct 3, 2023Updated 2 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆79Jun 23, 2023Updated 2 years ago