15 citations · 18 across the 11 of their papers we have counts for
4 papers · 1 filter
PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
Matthew Chang, Gunjan Chhablani, Alexander Clegg +17
We present a benchmark for Planning And Reasoning Tasks in humaN-Robot collaboration (PARTNR) designed to study human-robot coordination in household activities. PARTNR tasks exhib…
Human Action Anticipation: A Survey
Bolin Lai, Sam Toyer, Tushar Nagarajan +7
Predicting future human behavior is an increasingly popular topic in computer vision, driven by the interest in applications such as autonomous vehicles, digital assistants and hum…
User-in-the-loop Evaluation of Multimodal LLMs for Activity Assistance
Mrinal Verghese, Brian Chen, Hamid Eghbalzadeh +2
Our research investigates the capability of modern multimodal reasoning models, powered by Large Language Models (LLMs), to facilitate vision-powered assistants for multi-step dail…
Learning Human Preferences Over Robot Behavior as Soft Planning Constraints
Austin Narcomey, Nathan Tsoi, Ruta Desai +1
Preference learning has long been studied in Human-Robot Interaction (HRI) in order to adapt robot behavior to specific user needs and desires. Typically, human preferences are mod…