Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies

24 July 2020

Papers citing "Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies"

7 / 7 papers shown

Title
Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval A. Mahbod Nematollah Saeidi Sepideh Hatamikia Ramona Woitek VLM MedIm 31 2 0 14 Sep 2024
Stackelberg Batch Policy Learning Wenzhuo Zhou Annie Qu OffRL 37 1 0 28 Sep 2023
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare Shengpu Tang Maggie Makar Michael Sjoding Finale Doshi-Velez Jenna Wiens OffRL 65 40 0 02 May 2023
User-Interactive Offline Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 30 11 0 21 May 2022
Pessimistic Model Selection for Offline Deep Reinforcement Learning Chao-Han Huck Yang Zhengling Qi Yifan Cui Pin-Yu Chen OffRL 39 4 0 29 Nov 2021
Medical Dead-ends and Learning to Identify High-risk States and Treatments Mehdi Fatemi Taylor W. Killian J. Subramanian Marzyeh Ghassemi OffRL 36 37 0 08 Oct 2021
Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings Shengpu Tang Jenna Wiens OffRL 26 78 0 23 Jul 2021