AI Engineer
MITRE

  william.a.macke@gmail.com

  Github

Curriculum Vitae

About

I'm an AI Engineer at MITRE. My interest is focused on multi-agent systems and reinforcement learning, especially in the context of ad hoc teamwork.

Publications

• Jiaxun Cui, William Macke, Aastha Goyal, Harel Yedidsion, Daniel Urieli and Peter Stone. Scalable Multiagent Driving Policies For Reducing Traffic Congestion, AAMAS 2021

• William Macke, Reuth Mirsky and Peter Stone. Expected Value of Communication for Planning in Ad Hoc Teamwork, AAAI 2021

• Jiaxun Cui, William Macke, Aastha Goyal, Harel Yedidsion, Daniel Urieli and Peter Stone. Multiagent Driving Policy for Congestion Reduction in a Large Scale Scenario, NeurIPS Workshop on Machine Learning for Autonomous Driving, 2020
  

• William Macke, Reuth Mirsky and Peter Stone. Expected Divergence Point of Plans in Ad Hoc Teamwork, NeurIPS Workshop on Cooperative AI (CoopAI), 2020
  

• William Macke, Reuth Mirsky and Peter Stone. Query Content in Sequential One-shot Multi-Agent Limited Inquiries when Communicating in Ad Hoc Teamwork, ICAPS Workshop on Dis-tributed Multi-Agent Planning (DMAP), 2020
  

• Link to Publication
  Garret Bingham, William Macke, Risto Miikkulainen. Learning with Evolved Activation Functions, GECCO 2020
  

• Link to Publication
  Reuth Mirsky, William Macke, Andy Wang, Harel Yedidsion, and Peter Stone. A penny for your thoughts: The value of communication in ad hoc teamwork, IJCAI 2020
  

• Link to Publication
  Zhuoshu Li, Kelsey Lieberman, William Macke, Sofia Carrillo, Chien-Ju Ho, Jason Wellen, and Sanmay Das. Incorporating compatible pairs in kidney exchange: A dynamic weighted matching model. In Proceedings of the 2019 ACM Conferenceon Economics and Computation , EC ’19, pages 349–367, New York, NY, USA, 2019.ACM
  

• Link to Publication
  Jon Bolin, Chad Crawford, William Macke, Sam Beckman and Sandip Sen, GestureBased Control of Autonomous UAVs, Extended Abstract at AAMAS 2017
  

• Link to Publication
  Nathaniel Beckemeyer, William Macke, and Sandip Sen, Stable Configurations with (Meta)Punishing Agents. AAMAS workshop on Multi-Agent Based Simulations (MABS), 2017