[NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare. https://arxiv.org/abs/2305.01738
☆11Nov 27, 2022Updated 3 years ago
Alternatives and similar repositories for OfflineRL_FactoredActions
Users that are interested in OfflineRL_FactoredActions are comparing it to the libraries listed below
Sorting:
- [MLHC 2021] Model Selection for Offline RL: Practical Considerations for Healthcare Settings. https://arxiv.org/abs/2107.11003☆10Oct 6, 2022Updated 3 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆46Sep 28, 2020Updated 5 years ago
- Code for "Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum" (ICML 2023)☆10Jul 6, 2023Updated 2 years ago
- An autohotkey script to force you to talk like a dumb Bambi☆19Jun 16, 2024Updated last year
- ☆27Oct 25, 2019Updated 6 years ago
- ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.☆39Oct 23, 2024Updated last year
- [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…☆15Dec 8, 2020Updated 5 years ago
- On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning☆16Apr 30, 2023Updated 2 years ago
- ☆21May 15, 2018Updated 7 years ago
- A simple video/audio calling application implemented using WebRTC.☆15Mar 26, 2019Updated 6 years ago
- Sepsis cohort from MIMIC dataset☆127Jul 6, 2023Updated 2 years ago
- Python package for downloading and formatting the UK's Road Safety Data.☆16Aug 3, 2024Updated last year
- A scoreboard for Security CTF events☆37Dec 11, 2012Updated 13 years ago
- ☆10Sep 9, 2022Updated 3 years ago
- Easy inference tool for ViTPose using ONNX☆16Feb 28, 2023Updated 3 years ago
- Auxiliary infrastructure for the Open Science Prize☆10Mar 14, 2017Updated 9 years ago
- Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.☆12Mar 3, 2017Updated 9 years ago
- Learning representations for RL in Healthcare under a POMDP assumption☆57Jan 21, 2025Updated last year
- Download and load MIMIC-III into a PostgreSQL DB on an Ubuntu VM☆10Jul 3, 2016Updated 9 years ago
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 4 years ago
- Rua, the simple monograph workflow - WARNING: this project has moved to Gitlab: https://gitlab.com/ubiquitypress/rua☆11Jul 15, 2020Updated 5 years ago
- ☆16May 1, 2023Updated 2 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"☆19Jan 14, 2020Updated 6 years ago
- ☆12Jul 15, 2020Updated 5 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Oct 23, 2022Updated 3 years ago
- ☆13Jun 7, 2024Updated last year
- The DataCite Metadata Store (MDS)☆25Oct 27, 2018Updated 7 years ago
- Evaluating methods to improve model transfer for intensive care unit models☆16Jul 6, 2023Updated 2 years ago
- A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed☆19Aug 2, 2024Updated last year
- Multi-view Reinforcement Learning☆11Feb 9, 2020Updated 6 years ago
- Slides for the "We'll git there, slowly but surely" talk at SIGCSE 2018☆14Feb 22, 2018Updated 8 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 3 years ago
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆14Sep 7, 2022Updated 3 years ago
- Archiving and scheduling of M3 meets.☆11Feb 12, 2024Updated 2 years ago
- CDM conversion of MIMIC dataset.☆17Jun 19, 2016Updated 9 years ago
- Aquatic navigation environments for Gym☆20Sep 11, 2024Updated last year
- ☆12Jul 2, 2020Updated 5 years ago
- ☆50Jul 3, 2020Updated 5 years ago