Bootstrapping Linear Models for Fast Online Adaptation in Human-Agent Collaboration

Benjamin A Newman, Chris Paxton, Kris Kitani +1

Agents that assist people need to have well-initialized policies that can adapt quickly to align with their partners' reward functions. Initializing policies to maximize performanc…