Search Results for author: Justin Dyer

Found 2 papers, 0 papers with code

Enhanced Optimization with Composite Objectives and Novelty Pulsation

no code implementations7 Jun 2019 Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen

This paper improves this approach further by introducing novelty pulsation, i. e. a systematic method to alternate between novelty selection and local optimization.

Information-Theoretic Bounded Rationality

no code implementations21 Dec 2015 Pedro A. Ortega, Daniel A. Braun, Justin Dyer, Kee-Eung Kim, Naftali Tishby

Bounded rationality, that is, decision-making and planning under resource limitations, is widely regarded as an important open problem in artificial intelligence, reinforcement learning, computational neuroscience and economics.

Decision Making

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