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
2 Pith papers cite this work. Polarity classification is still indexing.
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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.
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The Principle of Maximum Heterogeneity Optimises Productivity in Distributed Production Systems Across Biology, Economics, and Computing
Distributed systems in biology, economics, and computing optimize productivity by converging on maximum feasible heterogeneity, with environmental demands and communication topology setting the limits.