In this work, we aim to investigate the applicability of regularized LP-based RL algorithms. Our objectives include developing a ...
Abstract: The linear programming (LP) approach is, together with value iteration and policy iteration, one of the three ...
Abstract: We establish a linear programming formulation for the solution of joint chance constrained optimal control problems ...
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Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming ...
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