Learning Neuro-Symbolic Skills for Bilevel Planning

It is challenging for robots to solve tasks in environments with continuous state and action spaces, long horizons, and sparse feedback. Hierarchical approaches such as task and motion planning (TAMP) address this challenge, enabling efficient problem solving by decomposing decision-making into two...

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Bibliographic Details
Main Author: Athalye, Ashay
Other Authors: Kaelbling, Leslie P.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/152636