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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, Gianluca Baldassarre:
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, Martin Thirkettle, Jen Lewis:
The Role of the Basal Ganglia in Discovering Novel Actions. 129-150 - Kevin N. Gurney, Nathan F. Lepora, Ashvin Shah, Ansgar Koene, Peter Redgrave:
Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation. 151-181 - Ulrich Nehmzow, Yiannis Gatsoulis, Emmett Kerr, Joan Condell, Nazmul H. Siddique, T. Martin McGinnity:
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, Tom Walton, Len Hetherington, Martin Thirkettle, Kevin N. Gurney, Peter Redgrave:
A Novel Behavioural Task for Researching Intrinsic Motivations. 395-410 - Fabrizio Taffoni, Domenico Formica, Giuseppina Schiavone, Maria Scorcia, Alessandra Tomassetti, Eugenia Polizzi di Sorrentino, Gloria Sabbatini, Valentina Truppa, Francesco Mannella, Vincenzo Fiore, Marco Mirolli, Gianluca Baldassarre, Elisabetta Visalberghi, Flavio Keller, Eugenio Guglielmelli:
The "Mechatronic Board": A Tool to Study Intrinsic Motivations in Humans, Monkeys, and Humanoid Robots. 411-432 - Lorenzo Natale, Francesco Nori, Giorgio Metta, Matteo Fumagalli, Serena Ivaldi, Ugo Pattacini, Marco Randazzo, Alexander Schmitz, Giulio Sandini:
The iCub Platform: A Tool for Studying Intrinsically Motivated Learning. 433-458
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