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Overcoming Deceptive Rewards with Quality-Diversity

Year: 2023

Type: conference-paper

Abstract: Quality-Diversity offers powerful ideas to create diverse, high-performing populations. Here, we investigate the capabilities these ideas hold to solve exploration-hard single-objective problems, in addition to creating diverse high-performing populations.

DOI: 10.1145/3583133.3590741

Authors: Arno Feiden, Jochen Garcke

Institutions: Fraunhofer Institute for Algorithms and Scientific Computing, University of Bonn

Language: English

Topic: Evolutionary Algorithms and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

OpenAlex ID: W4385188233

FWCI:

Cites: 6

Cited by:

Related to: 10