Joshua Varghese

Agbots 2.0: Weeding Denser Fields with Fewer Robots

This work presents a significantly improved strategy for coordinated multi-agent weeding under conditions of partial environmental information. We show that by using Entropic value-at-risk (EVaR) together with the Gittins index, agents can make intelligent decisions about whether to exploit the esti…