Title :
The Cow-Path Game: A competitive vehicle routing problem
Author :
Spieser, Kevin ; Frazzoli, Emilio
Author_Institution :
Dept. of Aeronaut. & Astronaut., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This work considers multi-vehicle systems in which self-interested, mobile agents compete to capture a target that has been distributed on a ring. In the scenarios studied, agents face the added difficulty of having minimal sensing capabilities and limited knowledge of where the target is located. We consider strategic algorithms that allow agents to effectively make decisions and plan trajectories in these settings. Specifically, we characterize equilibria strategies for a search game in which two cows compete to find a patch of clover located somewhere on the unit ring. Throughout, we motivate the work using the example of taxi drivers that compete with one another to garner fares in a busy urban landscape.
Keywords :
decision making; game theory; multi-agent systems; search problems; vehicle routing; agent decision making; busy urban landscape; clover patch; competitive vehicle routing problem; cow-path game; equilibrium strategy; minimal sensing capability; multivehicle system; search game; self-interested mobile agents; strategic algorithm; target capture; taxi driver; trajectory planning; unit ring; Cows; Games; Search problems; Sensors; Trajectory; Turning; Vehicles;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426279