Multi-robot Path Planning in Well-formed Infrastructures: Prioritized Planning vs. Prioritized Wait Adjustment (Preliminary Results)
Abstract
We study the problem of planning collision-free paths for a group of homogeneous robots. We propose a novel approach for turning the paths that were planned egocentrically by the robots, e.g. without taking other robots' moves into account, into collision-free trajectories and evaluate it empirically. Suggested algorithm is much faster (up to one order of magnitude) than state-of-the-art but this comes at the price of notable drop-down of the solution cost.
- Publication:
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arXiv e-prints
- Pub Date:
- July 2018
- DOI:
- 10.48550/arXiv.1807.01909
- arXiv:
- arXiv:1807.01909
- Bibcode:
- 2018arXiv180701909A
- Keywords:
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- Computer Science - Artificial Intelligence;
- Computer Science - Multiagent Systems;
- Computer Science - Robotics
- E-Print:
- Submitted to the Federated AI for Robotics Workshop (FAIR) 2018 (https://sites.google.com/site/federatedai4robotics2018/home) held at July 15 2018 as part of the Federated AI Meeting (joint IJCAI-ECAI/ICML/AAMAS conferences)