Platform-Independent Benchmarks for Task and Motion Planning

Fabien Lagriffoul, Neil T. Dantam, Caelan Garrett, Aliakbar Akbari, Siddharth Srivastava, Lydia E. Kavraki
2018 IEEE Robotics and Automation Letters  
We present the first platform-independent evaluation method for Task and Motion Planning (TAMP). Previously point, various problems have been used to test individual planners for specific aspects of TAMP. However, no common set of metrics, formats, and problems have been accepted by the community. We propose a set of benchmark problems covering the challenging aspects of TAMP and a planner-independent specification format for these problems. Our objective is to better evaluate and compare TAMP
more » ... lanners, foster communication and progress within the field, and lay a foundation to better understand this class of planning problems.
doi:10.1109/lra.2018.2856701 dblp:journals/ral/LagriffoulDGASK18 fatcat:aciomet37vcglhlrtw4jnq5hba