AUTHOR=Mansouri Masoumeh , Pecora Federico , Schüller Peter 

TITLE=Combining Task and Motion Planning: Challenges and Guidelines

JOURNAL=Frontiers in Robotics and AI

VOLUME=8

YEAR=2021

URL=https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2021.637888

DOI=10.3389/frobt.2021.637888

ISSN=2296-9144

ABSTRACT=<p>Combined Task and Motion Planning (TAMP) is an area where no one-fits-all solution can exist. Many aspects of the domain, as well as operational requirements, have an effect on how algorithms and representations are designed. Frequently, trade-offs have to be made to build a system that is effective. We propose five research questions that we believe need to be answered to solve real-world problems that involve combined TAMP. We show which decisions and trade-offs should be made with respect to these research questions, and illustrate these on examples of existing application domains. By doing so, this article aims to provide a guideline for designing combined TAMP solutions that are adequate and effective in the target scenario.</p>