Introduces a resource-constrained POMDP framework and derives three principles of frugal inference and control that generalize to nonlinear tasks like pole balancing.
A simple coding procedure enhances a neuron’s information capacity
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Distributed systems in biology, economics, and computing optimize productivity by converging on maximum feasible heterogeneity, with environmental demands and communication topology setting the limits.
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Principles of frugal inference and control
Introduces a resource-constrained POMDP framework and derives three principles of frugal inference and control that generalize to nonlinear tasks like pole balancing.