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To find an optimal policy for an agent navigating a grid-world with slippery tiles, aiming to reach a goal state while maximizing expected rewards using value iteration algorithm. The problem involves ...

Next: Policy Iteration Up: Finding a Policy Given Previous: Finding a Policy Given . Value Iteration. One way, then, to find an optimal policy is to find the optimal value function. It can be ...

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 ...