Robot Task Planning

A mobile manipulator planning a tabletop task in a robotics lab with objects, bins, shelves, cameras, and an abstract path diagram.

Physical AI Lab

Robot Task Planning and World Models: Turning Goals Into Safe Steps

A grounded guide to robot task planning, world models, object state, constraints, recovery, language commands, and the …

May 18, 2026 Intermediate 8 min read