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Solving POMDPs using Levin search and EIRA

, and . Proceedings of the 13th International Conference on Machine Learning (ICML), page 534--542. (1996)

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HQ-Learning, and . Adaptive Behavior, 6 (2): 219--246 (1998)TD Learning of Game Evaluation Functions with Hierarchical Neural Architectures. (April 1995)HQ-Learning: Discovering Markovian Subgoals for Non-Markovian Reinforcement Learning, and . IDSIA-95-96. IDSIA, (1996)Solving POMDPs using Levin search and EIRA, and . Proceedings of the 13th International Conference on Machine Learning (ICML), page 534--542. (1996)Learning exploration policies with models, and . Proc. CONALD, (1998)Efficient Model-Based Exploration, and . Proceedings of the Sixth International Conference on Simulation of Adaptive Behavior: From Animals to Animats 6, page 223--228. MIT Press/Bradford Books, (1998)Model-based reinforcement learning for evolving soccer strategies, , and . Computational Intelligence in Games, Springer Verlag, Berlin, (2001)Explorations in Efficient Reinforcement Learning. University of Amsterdam / IDSIA, (February 1999)CMAC models learn to play soccer, , and . Proceedings of the 8th International Conference on Artificial Neural Networks (ICANN'98), 1, page 443--448. Springer-Verlag, London, (1998)Fast online Q(\$łambda\$), and . IDSIA-21-97. IDSIA, (1997)