Tootfinder

Predator-Prey Model: Driven Hunt for Accelerated Grokking
I. A. Lopatin, S. V. Kozyrev, A. N. Pechen
https://arxiv.org/abs/2509.10562 https://arxiv.org/pdf…

Predator-Prey Model: Driven Hunt for Accelerated Grokking
A machine learning method is proposed using two agents that simulate the biological behavior of a predator and a prey. In this method, the predator and the prey interact with each other - the predator chases the prey while the prey runs away from the predator - to perform an optimization on the landscape. This method allows, for the case of a ravine landscape (i.e., a landscape with narrow ravines and with gentle slopes along the ravines) to avoid getting optimization stuck in the ravine. For t…

Crosslisted article(s) found for nlin.AO. https://arxiv.org/list/nlin.AO/new
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- Predator-Prey Model: Driven Hunt for Accelerated Grokking
I. A. Lopatin, S. V. Kozyrev, A. N. Pechen