2 papers
cs.RO2026
REPAIR-Bench: A Benchmark for Robot Error Perception And Interaction Recovery
Giuliano Pioldi, Yashika Batra, Arman Ibrayeva +4
Understanding how users perceive and respond to robot failures is essential for building robust and trustworthy robot systems. Prior work, however, (i) often treats failures as ind…
cs.RO2026
RFM-HRI : A Multimodal Dataset of Medical Robot Failure, User Reaction and Recovery Preferences for Item Retrieval Tasks
Yashika Batra, Giuliano Pioldi, Promise Ekpo +5
While robots deployed in real-world environments inevitably experience interaction failures, understanding how users respond through verbal and non-verbal behaviors remains under-e…