no code implementations • 28 Jun 2023 • David Radke, Kate Larson, Tim Brecht, Kyle Tilbury
While it has long been recognized that a team of individual learning agents can be greater than the sum of its parts, recent work has shown that larger teams are not necessarily more effective than smaller ones.
no code implementations • 14 Apr 2023 • David Radke, Kyle Tilbury
Mixed incentives among a population with multiagent teams has been shown to have advantages over a fully cooperative system; however, discovering the best mixture of incentives or team structure is a difficult and dynamic problem.
no code implementations • 24 Nov 2020 • Kyle Tilbury, Jesse Hoey
Machine learning has the potential to aid in mitigating the human effects of climate change.