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The machine learning approach: analysis of experimental results

Poliscuk J. E.

Journal of Applied Computer Science

2003

Vol. 11, nr 1

61-76

The article analyses a reinforcement learning method in which the subject of learning is defined. The essence of this method is the selection of activities by a try and fail process and awarding deferred rewards. Theoretical analyses were supplemented by the practical studies, with reference to implementation of the Sarsa( Lambda) algorithm, with replacing eligibility traces and the Epsilon greedy policy.