Jerzy A. Filar

Optimal Policy Analysis for Monotonic (PO)MDPs and an Application to Fishery Management

<title>Abstract</title> We study the monotonicity properties of optimal policies for a class of fully/partially observable Markov Decision Processes (MDPs) motivated by renewable natural resource management. We first introduce a new class of deterministic monotonic MDPs with cont...