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Michael Fishman

2 accepted papers

2020

Mixed Reality as a Bidirectional Communication Interface for Human-Robot Interaction

IROS 2020poster

We present a decision-theoretic model and robot system that interprets multimodal human communication to disambiguate item references by asking questions via a mixed reality (MR) interface. Existing approaches have either chosen to use physical behaviors, like pointing and eye gaze, or virtual behav…

Cited by 63SourceScholar
2019

Multi-Object Search using Object-Oriented POMDPs

ICRA 2019poster

A core capability of robots is to reason about multiple objects under uncertainty. Partially Observable Markov Decision Processes (POMDPs) provide a means of reasoning under uncertainty for sequential decision making, but are computationally intractable in large domains. In this paper, we propose Ob…

Cited by 52SourceScholar