Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Constrained discounted stochastic games   In this paper, we consider a large class of constrained non-cooperative
stochastic Markov games with countable state spaces and discounted cost
criteria. In one-player case, i.e., constrained discounted Markov decision
models, it is possible to formulate a static optimisation problem whose
solution determines a stationary optimal strategy (alias control or policy) in
the dynamical infinite horizon model. This solution lies in the compact convex
set of all occupation measures induced by strategies, defined on the set of
state-action pairs. In case of n-person discounted games the occupation
measures are induced by strategies of all players. Therefore, it is difficult
to generalise the approach for constrained discounted Markov decision processes
directly. It is not clear how to define the domain for the best-response
correspondence whose fixed point induces a stationary equilibrium in the Markov
game. This domain should be the Cartesian product of compact convex sets in
locally convex topological vector spaces. One of our main results shows how to
overcome this difficulty and define a constrained non-cooperative static game
whose Nash equilibrium induces by a stationary Nash equilibrium in the Markov
game. This is done for games with bounded cost functions and positive initial
state distribution. An extension to a class of Markov games with unbounded
costs and arbitrary initial state distribution relies on approximation of the
unbounded game by bounded ones with positive initial state distributions. In
the unbounded case, we assume the uniform integrability of the discounted costs
with respect to all probability measures induced by strategies of the players,
defined on the space of plays (histories) of the game. Our assumptions are
weaker than those applied in earlier works on discounted dynamic programming or
stochastic games using so-called weighted norm approaches.

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The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: q-alg
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The categories of this paper are: nucl-ex
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The categories of this paper are: patt-sol
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The categories of this paper are: hep-ph
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The categories of this paper are: gr-qc
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The categories of this paper are: stat
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The categories of this paper are: cmp-lg
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The categories of this paper are: q-fin
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The categories of this paper are: econ
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The categories of this paper are: cs
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The categories of this paper are: astro-ph
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The categories of this paper are: comp-gas
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The categories of this paper are: chem-ph