Physical Understanding for Decision-Making: Bridging Foundation Models and Reliable Agents

The workshop connects physics-based planning and control with foundation models for action. It examines physical consistency, partial observations and complex contact, asking how learned representations can support reliable decisions beyond the structured settings in which classical methods work well. Session: 08:00–17:00 (Australia/Sydney). A paid NeurIPS virtual pass includes workshop livestreams; on-site access follows the host-location registration rules.