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Toward a modern theory of adaptive networks: Expectation and prediction

, and . Psychological Review, (1981)

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Multi-Time Models for Temporally Abstract Planning, and . Advances in Neural Information Processing Systems 10, MIT Press, (1998)Multi-Time Models for Reinforcement Learning, and . ICML'97 Workshop: The Role of Models in Reinforcement Learning, (1997)An Adaptive Network That Constructs and Uses an Internal Model of its World, and . Cognition and Brain Theory, (1981)Improved Switching among Temporally Abstract Actions, , , and . Advances in Neural Information Processing Systems 11, MIT Press, (1999)First Results with DYNA, an Integrated Architecture for Learning, Planning and Reacting. Proceedings of the AAAI Spring Symposium on Planning in Uncertain, Unpredictable, or Changing Environments, (1990)Planning with Closed-Loop Macro Actions, , and . Working Notes of the AAAI Fall Symposium '97 on Model-directed Autonomous Systems, page 70--76. (1997)Integrated Architectures for Learning, Planning and Reacting based on Dynamic Programming. Machine Learning: Proceedings of the Seventh International Workshop, (1990)Integrated Modeling and Control Based on Reinforcement Learning and Dynamic Programming. Advances in Neural Information Processing Systems 3, page 471--478. Morgan Kaufmann, (1991)Toward a modern theory of adaptive networks: Expectation and prediction, and . Psychological Review, (1981)Policy Gradient Methods for Reinforcement Learning with Function Approximation, , , and . Advances in Neural Information Processing Systems, 12, page 1057--1063. The MIT Press, (2000)(Proceedings NIPS-99, Denver, Colorado, USA, November 29 - December 4, 1999).