Found 97029 papers in total
Recent results on conditions for the existence of average optimal stationary policies
1991,
This paper concerns countable state space Markov decision processes endowed with a (long-run expected)...
Recurrence conditions for Markov decision processes with Borel state space: A survey
1991,
This paper describes virtually all the recurrence conditions used heretofore for Markov decision processes...
A survey of algorithmic methods for partially observed Markov decision processes
1991,
A partially observed Markov decision process (POMDP) is a generalization of a Markov decision process that...
Max-balancing weighted directed graphs and matrix scaling
1991,
A weighted directed graph G is a triple where is a directed graph and g is an arbitrary real-valued...
Two extensions of asymptotic methods in controlled Markov chains
1991,
The application of the Skorokhod representation of martingales and of the local asymptotic normality to...
On the construction of ℝà-optimal strategies in partially observed MDPs
1991,
The purpose of the paper is to give a survey of methods, partly derived by the author in joint work with...
Adaptive control of constrained Markov chains: Criteria and policies
1991,
The authors consider the constrained optimization of a finite-state, finite action Markov chain. In the...
The average quality of Greedy-algorithms for the Subset-Sum-Maximization-Problem
1991,
This paper deals with the quality of approximative solutions for the Subset-Sum-Maximization-Problem....
Singularly perturbed Markov control problem: Limiting average cost
1991,
In this paper the authors consider a singularly perturbed Markov decision process with the limiting...
Nonparametric estimation and adaptive control in a class of finite Markov decision chains
1991,
The authors consider a class of Markov decision processes with finite state and action spaces which,...
Denumerable semi-Markov decision chains with small interest rates
1991,
In this paper the authors investigate denumerable state semi-Markov decision chains with small interest...
An improved algorithm for solving communicating average reward Markov decision processes
1991,
This paper provides a policy iteration algorithm for solving communicating Markov decision processes...
Value iteration in countable state average cost Markov decision processes with unbounded costs
1991,
The paper deals with countable state Markov decision processes with finite action sets and (possibly)...
Nonparametric bandit methods
1991,
Bandits are a finite collection of random variables. Bandit problems are Markov decision problems in...
Non-randomized strategies in stochastic decision processes
1991,
This paper deals with discrete time infinite horizon stochastic decision processes with various reward...
Infinite horizon programs: Convergence of approximate solutions
1991,
This paper deals with infinite horizon, dynamic programs, stated in discrete time, and afflicted by no...
Turnpike properties for a class of piecewise deterministic systems arising in manufacturing flow control
1991,
This paper deals with a general class of piecewise deterministic control systems that encompasses FMS flow...
Average cost Markov decision processes under the hypothesis of Doeblin
1991,
Average cost Markov decision processes (MDPs) with compact state and action spaces and bounded lower...
On an extremal property of Markov chains and sufficiency of Markov strategies in Markov decision processes with the Dubins-Savage criterion
1991,
An inequality regarding the minimum of P( liminf( X n ∈D n )) is proved for a class of random...
A remark on control of partially observed Markov chains
1991,
A new state variable is introduced for the problem of controlling a Markov chain under partial...
On the average cost optimality equation and the structure of optimal policies for partially observable Markov decision processes
1991,
The authors consider partially observable Markov decision processes with finite or countably infinite...
On the computation of the optimal cost function for discrete time Markov models with partial observations
1991,
The authors consider several applications of two state, finite action, infinite horizon, discrete-time...
On truncations and perturbations of Markov decision problems with an application to queueing network overflow control
1991,
Conditions are provided to derive error bounds on the effect of truncations and perturbations in Markov...
Competing Markov decision processes
1991,
A class of discounted Markov decision processes (MDPs) is formed by bringing together individual MDPs...
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