2026
GRAPPA: Generalizing and Adapting Robot Policies via Online Agentic Guidance
RA-L 2026
Robot learning approaches such as behavior cloning and reinforcement learning have shown great promise in synthesizing robot skills from human demonstrations in specific environments. However, these approaches often struggle to generalize to unseen real-world settings because they rely on task-speci