André Pinz Borges

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1-In this paper we propose a novel strategy for converging dynamic policies generated by adaptive agents, which receive and accumulate rewards for their actions. The goal of the proposed strategy is to speed up the convergence of such agents to a good policy in dynamic environments. Since it is difficult to have the good value for a state due to the(More)
This paper presents an efficient collaboration approach for reusing and sharing freight train driving plans <i>P</i> using case-based reasoning (CBR). <i>P</i> is formed by a set of actions that can move a train from one end to the other in a railroad. Collaboration is established by sharing different train driving experiences in different stretches. Three(More)