Publications on Physics of Intelligence
The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines (2024)
Control theory + learning dynamics.
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Understanding Learning through Dynamical Invariants (2024)
Interpretable learning via invariant structures.
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On Physical Origins of Learning (2023)
Neural + physical models of learning.
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Business Dynamics in KPI Space (2017)
Classical physics approach to business optimization.
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Can a Turing Machine Be Curious? (2016)
Exploration of machine cognition and reflection.
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