Ariel Bachman

Risk-Calibrated Human-Robot Interaction via Set-Valued Intent Prediction

Tasks where robots must anticipate human intent, such as navigating around a cluttered home or sorting everyday items, are challenging because they exhibit a wide range of valid actions that lead to similar outcomes. Moreover, zero-shot cooperation between human-robot partners is an especially chall…