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01/24/2023
Autonomous particles
Consider a reinforcement learning problem where an agent has access to a...
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06/30/2022
Bio-inspired Machine Learning: programmed death and replication
We analyze algorithmic and computational aspects of biological phenomena...
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10/28/2021
Thermodynamics of Evolution and the Origin of Life
We outline a phenomenological theory of evolution and origin of life by ...
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10/27/2021
Towards a Theory of Evolution as Multilevel Learning
We apply the theory of learning to physically renormalizable systems in ...
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07/07/2021
Self-organized criticality in neural networks
We demonstrate, both analytically and numerically, that learning dynamic...
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12/09/2020
Emergent Quantumness in Neural Networks
It was recently shown that the Madelung equations, that is, a hydrodynam...
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08/04/2020
The world as a neural network
We discuss a possibility that the entire universe on its most fundamenta...
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04/15/2020
