Towards Optimizing Human-Centric Objectives in AI-Assisted
Decision-Making With Offline Reinforcement Learning

Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning

9 March 2024

Amanda E. Paluch

Susan A. Murphy

Krzysztof Z. Gajos

Papers citing "Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning"

11 / 11 papers shown

Title
AI-Assisted Decision Making with Human Learning Gali Noti Kate Donahue Jon M. Kleinberg Sigal Oren 131 0 0 18 Feb 2025
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing Jitao Wang C. Shi John D. Piette Joshua R. Loftus Donglin Zeng Zhenke Wu OffRL 64 0 0 10 Jan 2025
Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary Zhuoyan Li Ming Yin 27 3 0 02 Nov 2024
Dynamic Information Sub-Selection for Decision Support Hung-Tien Huang M. Lennon Shreyas Bhat Brahmavar Sean Sylvia Junier B. Oliva 37 0 0 30 Oct 2024
Modulating Language Model Experiences through Frictions Katherine M. Collins Valerie Chen Ilia Sucholutsky Hannah Rose Kirk Malak Sadek Holli Sargeant Ameet Talwalkar Adrian Weller Umang Bhatt KELM 68 4 0 24 Jun 2024
D-CODE: Data Colony Optimization for Dynamic Network Efficiency Tannu Pandey Ayush Thakur 28 0 0 08 May 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 35 50 0 30 Mar 2024
Optimizing Delegation in Collaborative Human-AI Hybrid Teams Andrew Fuchs A. Passarella M. Conti 38 2 0 08 Feb 2024
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders Anna Kawakami Shreyans Chowdhary Shamsi T. Iqbal Q. V. Liao Alexandra Olteanu J. Suh Koustuv Saha 43 30 0 13 Mar 2023
Learning When to Advise Human Decision Makers Gali Noti Yiling Chen 47 15 0 27 Sep 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020