2026
Large-Language-Model-Guided State Estimation for Partially Observable Task and Motion Planning
ICRA 2026poster
Robot planning in partially observable environments, where not all objects are known or visible, is a challenging problem, as it requires reasoning under uncertainty through partially observable Markov decision processes. During the execution of a computed plan, a robot may unexpectedly observe task…