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Simulation-Based Approach for Semiconductor Fab-Level Decision Making - Implementation Issues
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 ...
Approximate Policy Iteration for Semiconductor Fab-Level Decision Making - a Case Study
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
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 ...