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Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations.

, , , , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 46 (4): 2104-2122 (April 2024)

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Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior., and . AAAI, page 2522-2530. AAAI Press, (2019)I-CEE: Tailoring Explanations of Image Classification Models to User Expertise., , , and . CoRR, (2023)GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation., and . AAAI, page 12763-12772. AAAI Press, (2024)Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration., , and . CoRL, volume 100 of Proceedings of Machine Learning Research, page 192-203. PMLR, (2019)Human-Guided Motion Planning in Partially Observable Environments., , , , and . ICRA, page 7226-7232. IEEE, (2022)Learning and Communicating the Latent States of Human-Machine Collaboration., and . IJCAI, page 5789-5790. ijcai.org, (2018)ConTaCT: Deciding to Communicate during Time-Critical Collaborative Tasks in Unknown, Deterministic Domains., and . AAAI, page 2544-2550. AAAI Press, (2016)Learning Dense Rewards for Contact-Rich Manipulation Tasks., , , , and . ICRA, page 6214-6221. IEEE, (2021)Robotic Tutors for Nurse Training: Opportunities for HRI Researchers., , , , , , and . RO-MAN, page 220-225. IEEE, (2023)Automated Task-Time Interventions to Improve Teamwork using Imitation Learning., , and . AAMAS, page 335-344. ACM, (2023)