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William Agnew, Pedro Domingos · 2018

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cs.NE 1

years

2025 1

verdicts

CONDITIONAL 1

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Neuroevolution of Self-Attention Over Proto-Objects

cs.NE · 2025-04-30 · conditional · novelty 6.0

An agent that selects proto-objects (segmented color regions) instead of fixed patches matches or beats a patch-based baseline on CarRacing and Doom Take Cover while using 62% fewer parameters in its smallest configuration.

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  • Neuroevolution of Self-Attention Over Proto-Objects cs.NE · 2025-04-30 · conditional · none · ref 1

    An agent that selects proto-objects (segmented color regions) instead of fixed patches matches or beats a patch-based baseline on CarRacing and Doom Take Cover while using 62% fewer parameters in its smallest configuration.