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Novel Discounted Adaptive Critic Control Designs With Accelerated Learning Formulation.

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Published in 2023 at "IEEE transactions on cybernetics"

DOI: 10.1109/tcyb.2022.3233593

Abstract: Inspired by the successive relaxation method, a novel discounted iterative adaptive dynamic programming framework is developed, in which the iterative value function sequence possesses an adjustable convergence rate. The different convergence properties of the value… read more here.

Keywords: value function; adaptive critic; accelerated learning; value ... See more keywords