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Risk-Sensitive and Minimax Control of Discrete-Time, Finite-State Markov Decision Processes
(1998)
This paper analyzes a connection between risk-sensitive and minimaxcriteria for discrete-time, finite-states Markov Decision Processes(MDPs). We synthesize optimal policies with respect to both criteria,both for finite ...
Simulation-Based Approach for Semiconductor Fab-Level Decision Making - Implementation Issues
(2000)
In this paper, we discuss implementation issues of applying a simulation-based approach to asemiconductor fab-level decision making problem. The fab-level decision making problem isformulated as a Markov Decision Process ...
Risk-Sensitive, Minimax, and Mixed Risk-Neutral/Minimax Control of Markov Decision Processes
(1998)
This paper analyzes a connection between risk-sensitive and minimaxcriteria for discrete-time, finite-state Markov Decision Processes(MDPs). We synthesize optimal policies with respect to both criteria,both for finite ...
Approximate Policy Iteration for Semiconductor Fab-Level Decision Making - a Case Study
(2000)
In this paper, we propose an approximate policy iteration (API) algorithm for asemiconductor fab-level decision making problem. This problem is formulated as adiscounted cost Markov Decision Process (MDP), and we have ...
Simulation-Based Algorithms for Average Cost Markov Decision Processes
(1999)
In this paper, we give a summary of recent development of simulation-based algorithmsfor average cost MDP problems, which are different from those for discounted cost problems or shortest pathproblems. We introduce both ...