3 citations · 6 across the 7 of their papers we have counts for
7 papers
Simulating Tracking Data to Advance Sports Analytics Research
David Radke, Kyle Tilbury
Advanced analytics have transformed how sports teams operate, particularly in episodic sports like baseball. Their impact on continuous invasion sports, such as soccer and ice hock…
Towards a Better Understanding of Learning with Multiagent Teams
David Radke, Kate Larson, Tim Brecht +1
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 mo…
Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams
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…
Comprehension from Chaos: Towards Informed Consent for Private Computation
Bailey Kacsmar, Vasisht Duddu, Kyle Tilbury +2
Private computation, which includes techniques like multi-party computation and private query execution, holds great promise for enabling organizations to analyze data they and the…
Agents Incorporating Identity and Dynamic Teams in Social Dilemmas
Kyle Tilbury, Jesse Hoey
We present our preliminary work on a multi-agent system involving the complex human phenomena of identity and dynamic teams. We outline our ongoing experimentation into understandi…
The Human Effect Requires Affect: Addressing Social-Psychological Factors of Climate Change with Machine Learning
Kyle Tilbury, Jesse Hoey
Machine learning has the potential to aid in mitigating the human effects of climate change. Previous applications of machine learning to tackle the human effects in climate change…
Multi-Agent Reinforcement Learning and Human Social Factors in Climate Change Mitigation
Kyle Tilbury, Jesse Hoey
Many complex real-world problems, such as climate change mitigation, are intertwined with human social factors. Climate change mitigation, a social dilemma made difficult by the in…