Publications by authors named "Maxim E Panov"

We report a possible solution for the long-standing problem of the biological function of swirling motion, when a group of animals orbits a common center of the group. We exploit the hypothesis that learning processes in the nervous system of animals may be modelled by reinforcement learning (RL) and apply it to explain the phenomenon. In contrast to hardly justified models of physical interactions between animals, we propose a small set of rules to be learned by the agents, which results in swirling.

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Synopsis of recent research by authors named "Maxim E Panov"

  • - Maxim E Panov's research investigates the biological function of swirling motion observed in animal groups, aiming to solve a long-standing problem in this area of study
  • - He proposes a model based on reinforcement learning (RL) to explain how animals learn to maintain their swirling behavior, contrasting this with traditional models that focus on physical interactions
  • - The findings suggest that a minimal set of learning rules can effectively describe the swirling phenomenon, highlighting the role of learning processes in the nervous systems of animals.