Towards optimisers that 'Keep Learning'

Emma Hart,Ian Miguel,Christopher Stone, Quentin Renau

PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION（2023）

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摘要

We consider optimisation in the context of the need to apply an optimiser to a continual stream of instances from one or more domains, and consider how such a system might 'keep learning': by drawing on past experience to improve performance and learning how to both predict and react to instance and/or domain drift.

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关键词

Optimisation,continual learning,transfer-learning

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