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Wyatt McAllister

2 accepted papers

2020

Agbots 2.0: Weeding Denser Fields with Fewer Robots

RSS 2020poster

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…

Cited by 11SourcePDFScholar
2018

Multi-Agent Planning for Coordinated Robotic Weed Killing

IROS 2018poster

This work presents a strategy for coordinated multi-agent weeding under conditions of partial environmental information. The goal of this work is to demonstrate the feasibility of coordination strategies for improving the weeding performance of autonomous agricultural robots. We show that, given a s…

Cited by 18SourceScholar