Patrick H. Washington

Reduced State Value Iteration for Multi-Drone Persistent Surveillance with Charging Constraints

This paper presents Reduced State Value Iteration (RSVI), an algorithm to compute policies for Markov Decision Processes (MDPs) that have natural checkpoints, allowing for a solution based on a reduced state space. The algorithm is applied to find policies for multiple drones to persistently surveil…