Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Boltzmann approach to mean-field sparse feedback control   We study the synthesis of optimal control policies for large-scale
multi-agent systems. The optimal control design induces a parsimonious control
intervention by means of l-1, sparsity-promoting control penalizations. We
study instantaneous and infinite horizon sparse optimal feedback controllers.
In order to circumvent the dimensionality issues associated to the control of
large-scale agent-based models, we follow a Boltzmann approach. We generate
(sub)optimal controls signals for the kinetic limit of the multi-agent
dynamics, by sampling of the optimal solution of the associated two-agent
dynamics. Numerical experiments assess the performance of the proposed sparse
design.

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The categories of this paper are: nlin
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The categories of this paper are: dg-ga
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The categories of this paper are: acc-phys
21
The categories of this paper are: adap-org
33
The categories of this paper are: plasm-ph
18
The categories of this paper are: econ
31
The categories of this paper are: ao-sci
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The categories of this paper are: cond-mat
30
The categories of this paper are: q-alg
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The categories of this paper are: gr-qc
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The categories of this paper are: hep-th
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The categories of this paper are: patt-sol
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The categories of this paper are: hep-ex
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The categories of this paper are: bayes-an
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The categories of this paper are: q-fin
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The categories of this paper are: nucl-th