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Value Iteration Algorithm: Implementation and analysis of convergence speed and policy optimality. Monte Carlo Control with ε-greedy Policy: On-policy first-visit MC control algorithm with an ...

Point-based value iteration methods are a class of effective algorithms for solving POMDP model. However, most of these algorithms explore the belief point set by single heuristic criterion, thus ...

An adaptive dynamic programming value iteration algorithm is designed to solve nonlinear continuous-time nonzero-sum games in this paper. Since existing studies were developed on policy iteration, the ...