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Intrinsically Motivated Learning in Natural and Artificial Systems 2013
- Gianluca Baldassarre
, Marco Mirolli
Intrinsically Motivated Learning in Natural and Artificial Systems. Springer 2013, ISBN 978-3-642-32374-4 - Gianluca Baldassarre, Marco Mirolli
Intrinsically Motivated Learning Systems: An Overview. 1-14 - Andrew G. Barto:
Intrinsic Motivation and Reinforcement Learning. 17-47 - Marco Mirolli
Functions and Mechanisms of Intrinsic Motivations. 49-72 - Peter Dayan:
Exploration from Generalization Mediated by Multiple Controllers. 73-91 - Jürgen Schmidhuber:
Maximizing Fun by Creating Data with Easily Reducible Subjective Complexity. 95-128 - Peter Redgrave, Kevin N. Gurney, Tom Stafford
The Role of the Basal Ganglia in Discovering Novel Actions. 129-150 - Kevin N. Gurney, Nathan F. Lepora
Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation. 151-181 - Ulrich Nehmzow, Yiannis Gatsoulis, Emmett Kerr
Novelty Detection as an Intrinsic Motivation for Cumulative Learning Robots. 185-207 - Kathryn E. Merrick
Novelty and Beyond: Towards Combined Motivation Models and Integrated Learning Architectures. 209-233 - Nonna Otmakhova, Emrah Düzel, Ariel Y. Deutch, John Lisman:
The Hippocampal-VTA Loop: The Role of Novelty and Motivation in Controlling the Entry of Information into Long-Term Memory. 235-254 - Gianluca Baldassarre, Marco Mirolli
Deciding Which Skill to Learn When: Temporal-Difference Competence-Based Intrinsic Motivation (TD-CB-IM). 257-278 - Stephen Hart, Roderic A. Grupen:
Intrinsically Motivated Affordance Discovery and Modeling. 279-300 - Pierre-Yves Oudeyer, Adrien Baranes, Frédéric Kaplan
Intrinsically Motivated Learning of Real-World Sensorimotor Skills with Developmental Constraints. 303-365 - Matthew Schlesinger:
Investigating the Origins of Intrinsic Motivation in Human Infants. 367-392 - Tom Stafford
A Novel Behavioural Task for Researching Intrinsic Motivations. 395-410 - Fabrizio Taffoni
The "Mechatronic Board": A Tool to Study Intrinsic Motivations in Humans, Monkeys, and Humanoid Robots. 411-432 - Lorenzo Natale
The iCub Platform: A Tool for Studying Intrinsically Motivated Learning. 433-458
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