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Learning Algorithm Convergence

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Learning Algorithm Convergence . In short, two conditions must be met to guarantee convergence in the limit. The mathematical theory of reinforcement learning mainly comprises results on the convergence of methods and the analysis of algorithms. The convergence performance of the learning algorithm (10 from www.researchgate.net Both are known to converge asymptotically to the optimal pol­ icy [1, 3]. Greatest strengths of the two ot learning algorithms. Then using ones creativity, experience and knowledge one can sometimes come up with convergence proofs.