Research Topics

Metapages collecting information on general research topics of interest in the lab.

Also see Publications Grouped by Research Topics

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AI for Science

Using AI/ML to do moar Sciencing!
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Machine Learning (ML)

ML is the study of how to build computer programs that can learn to detect patterns from data.
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Reinforcement Learning

RL is the study of learning decision making policies from experience with computers.

Mean Field Theory

Multi-Agent Reinforcement Learning

MARL is the problem of learning how to make decisions from experience in the presence of multiple other decision making agents.

Game Theory

Game theory is the mathematical study of competitive, or co-operative optimal decision making by multiple agents.