Search Results for author: Caitlin Grasso

Found 2 papers, 2 papers with code

Selection for short-term empowerment accelerates the evolution of homeostatic neural cellular automata

1 code implementation24 May 2023 Caitlin Grasso, Josh Bongard

Empowerment -- a domain independent, information-theoretic metric -- has previously been shown to assist in the evolutionary search for neural cellular automata (NCA) capable of homeostasis when employed as a fitness function.

Empowered Neural Cellular Automata

1 code implementation27 Apr 2022 Caitlin Grasso, Josh Bongard

Information-theoretic fitness functions are becoming increasingly popular to produce generally useful, task-independent behaviors.

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