On the Global Convergence of Fitted Q-Iteration with Two-layer ...
Approximate. Policy Iteration (API) and Approximate Value Iteration (AVI) are two classes of iterative algorithms to solve RL/Planning problems with large state ...
A Predual Proximal Point Algorithm solving a Non Negative Basis ...Iterative Feedback Tuning constitutes an attractive control loop tuning method for processes in the absence of an accurate process model. Error Propagation for Approximate Policy and Value Iteration - InriaAbstract. LSTD is a popular algorithm for value func- tion approximation. Whenever the number of features is larger than the number of sam-. Improving Convergence of Iterative Feedback Tuning - DTU OrbitOne extreme form of the idea is value iteration, in which only one iteration of iterative policy evaluation is performed between each step of policy.
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