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(When) Are Contrastive Explanations of Reinforcement Learning Helpful?

Nov 14, 2022
Sanjana Narayanan, Isaac Lage, Finale Doshi-Velez

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Does the explanation satisfy your needs?: A unified view of properties of explanations

Nov 10, 2022
Zixi Chen, Varshini Subhash, Marton Havasi, Weiwei Pan, Finale Doshi-Velez

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Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report

Oct 27, 2022
Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven Sloman, Shannon Vallor, Toby Walsh

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Towards Robust Off-Policy Evaluation via Human Inputs

Sep 18, 2022
Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez, Himabindu Lakkaraju

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Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care

Aug 15, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry

Aug 05, 2022
Mark Penrod, Harrison Termotto, Varshini Reddy, Jiayu Yao, Finale Doshi-Velez, Weiwei Pan

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A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes

Jul 30, 2022
Kelly W. Zhang, Omer Gottesman, Finale Doshi-Velez

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Policy Optimization with Sparse Global Contrastive Explanations

Jul 13, 2022
Jiayu Yao, Sonali Parbhoo, Weiwei Pan, Finale Doshi-Velez

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Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI

Jun 22, 2022
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar

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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

Jun 08, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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