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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 ...

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 ...

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 ...