Plan Execution for Multi-Agent Path Finding with Indoor Quadcopters

07/05/2022
by   Matouš Kulhan, et al.
0

We study the planning and acting phase for the problem of multi-agent path finding (MAPF) in this paper. MAPF is a problem of navigating agents from their start positions to specified individual goal positions so that agents do not collide with each other. Specifically we focus on executing MAPF plans with a group of Crazyflies, small indoor quadcopters . We show how to modify the existing continuous time conflict-based search algorithm (CCBS) to produce plans that are suitable for execution with the quadcopters. The acting phase uses the the Loco positioning system to check if the plan is executed correctly. Our finding is that the CCBS algorithm allows for extensions that can produce safe plans for quadcopters, namely cylindrical protection zone around each quadcopter can be introduced at the planning level.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/05/2020

Conflict-Based Search for Connected Multi-Agent Path Finding

We study a variant of the multi-agent path finding problem (MAPF) in whi...
research
12/15/2016

Multi-Agent Path Finding with Delay Probabilities

Several recently developed Multi-Agent Path Finding (MAPF) solvers scale...
research
07/20/2023

Introducing Delays in Multi-Agent Path Finding

We consider a Multi-Agent Path Finding (MAPF) setting where agents have ...
research
09/29/2021

Subdimensional Expansion Using Attention-Based Learning For Multi-Agent Path Finding

Multi-Agent Path Finding (MAPF) finds conflict-free paths for multiple a...
research
05/12/2014

The Metrics Matter! On the Incompatibility of Different Flavors of Replanning

When autonomous agents are executing in the real world, the state of the...
research
05/25/2023

On Computing Universal Plans for Partially Observable Multi-Agent Path Finding

Multi-agent routing problems have drawn significant attention nowadays d...
research
10/22/2018

MGP: Un algorithme de planification temps réel prenant en compte l'évolution dynamique du but

Devising intelligent robots or agents that interact with humans is a maj...

Please sign up or login with your details

Forgot password? Click here to reset