"Akiyama, T.,Hachiya, H.,Sugiyama, M.","Efficient exploration through active learning for value function approximation in reinforcement learning.",,"NeuralNetworks",,"Vol. 23","no. 5","pp. 639-648",2010,
"Sugiyama. M.,Hachiya, H.,Akiyama, T.","Robot control by reinforcement learning: A machine-learning approach.","the 9th Control Division Conference","In Proceedings of the Society of Instrument and Control Engineers",,,"no. FC1-3",,2009,Mar.
"Akiyama, T.,Hachiya, H.,Sugiyama. M.","Statistical active learning for efficient value function approximation in reinforcement learning.","Meeting of IEICE Neurocomputing (NC) Technical Group,","IEICE Technical Report, NC2008-147",,,,"pp. 261-266",2009,
"Hachiya, H.,Akiyama, T.,Sugiyama, M.,Peters, J.","Adaptive importance sampling for value function approximation in off-policy reinforcement learning.",,"Neural Networks",,"vol. 22","no. 10","pp. 1399-1410",2009,
"Akiyama, T.,Hachiya, H.,Sugiyama, M.","Active policy iteration: Efficient exploration through active learning for value function approximation in reinforcement learning.","the Twenty-First International Joint Conference on Artificial Intelligence(IJCAI2009)","In Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI2009),",,,,"pp. 980-985",2009,
"Hachiya, H.,Akiyama, T.,Sugiyama, M.,Peters, J.","Efficient data reuse in value function approximation.",,"In Proceeding of the 2009 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL2009)",,,,"pp. 8-15",2009,
"Akiyama, T.,Hachiya, H.,Sugiyama, M.","Efficient exploration through active learning for value function approximation in reinforcement learning.","The Fourth International Workshop on Data-Mining and Statistical Science(DMSS2009)","Proceeding of The Fourth International Workshop on Data-Mining and Statistical Science(DMSS2009)",,,,"pp. 1-21",2009,
"Hachiya, H.,Akiyama, T.,Sugiyama, M.,Peters, J.","Adaptive importance sampling with automatic model selection in value function approximation","the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08)","In Proceeding of the Twenty -Third AAAI Conference on Artificial Intelligence(AAAI2008)",,,,"pp. 1351-1356",2008,
"Akiyama, T.,Hachiya, H.,Sugiyama, M.","A new method of model selection for value function approximation in reinforcement learning.","the Japanese Society for Artificial Intelligence",,"In Proceeding of the Japanese Society for Artificial Intelligence,",,,"pp. 55-60",2008,
"Hachiya, H.,Akiyama, T.,Sugiyama, M.","Adaptive importance sampling with automatic model selection in value function approximation","IEICE Neurocomputing (NC) Technical Group","IEICE Technical Report,NC2007-84,",,,,"pp. 75-80",2007,
"大迫政浩,松井康弘,秋山貴,阿部直也,原科幸彦","環境的公正の視点からみた最終処分場と不法投棄の空間分布評価","第13回廃棄物学会研究発表会",,,,,,2002,Nov.