Learning Refinement Cost Estimators for Bilevel Planning

Bilevel planning is an effective approach for solving complex task and motion planning (TAMP) problems with continuous state and action spaces, that involves first searching for a high-level abstract plan and then refining it into a sequence of lowlevel actions. Although the low-level refinement pro...

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Bibliographic Details
Main Author: Luong, Lilian
Other Authors: Kaelbling, Leslie P.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/151612