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Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai. A new criterion using information gain for action selection strategy in reinforcement learning. IEEE Transactions on Neural Networks, 15(4):792-799, 2004. [doi]
Abstract is missing.