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Beyond Failure Recovery: An Engagement-Aware Human-in-the-loop Framework for Robotic Systems
Jiaying Fang,
Joyce Yang,
Zhanxin Wu,
Bohan Yang,
Tapomayukh Bhattacharjee†
RSS, 2026
project page
We propose Engagement-aware MPC (E-MPC), a user-engagement-aware method that plans interaction to maintain engagement while respecting a workload constraint.
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A Human-in-the-Loop Confidence-Aware Failure Recovery Framework for Modular Robot Policies
Rohan Banerjee,
Krishna Palempalli*,
Bohan Yang*,
Jiaying Fang,
Alif Abdullah,
Tom Silver,
Sarah Dean†,
Tapomayukh Bhattacharjee†
HRI, 2026
project page /
arXiv /
code
A framework for modular policies that combines module-level uncertainty with models of human intervention cost to decide when and which module to query, evaluated on synthetic experiments and a robot-assisted bite acquisition system.
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Teaching
Teaching Assistant, Cornell University.
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