Feasible value functions in POMDPs under memoryless policies form a semi-algebraic set defined by polynomial inequalities from the model parameters.
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The Value Function Semi-Algebraic Set in Partially Observable Markov Decision Processes
Feasible value functions in POMDPs under memoryless policies form a semi-algebraic set defined by polynomial inequalities from the model parameters.