Screen LibraryIntrinsically motivated learning in natural and artificial systems /
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| Corporate Authors: | |
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| Group Author: | ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; London : |
| Publication Dates: | [2013] |
| Literature type: | eBook |
| Language: | English |
| Edition: | Second edition. |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-32375-1 |
| Carrier Form: | 1 online resource (vii, 458 pages) : illustrations (some color) |
| ISBN: |
9783642323751 (electronic bk.) 3642323758 (electronic bk.) |
| Index Number: | TJ211 |
| CLC: | TP242 |
| Contents: |
General Overviews on Intrinsic Motivations. Intrinsic Motivation and Reinforcement Learning / Functions and Mechanisms of Intrinsic Motivations / Exploration from Generalization Mediated by Multiple Controllers / Prediction-Based Intrinsic Motivation Mechanisms. Maximizing Fun by Creating Data with Easily Reducible Subjective Complexity / The Role of the Basal Ganglia in Discovering Novel Actions / Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation / Novelty-Based Intrinsic Motivation Mechanisms. Novelty Detection as an Intrinsic Motivation for Cumulative Learning Robots / Novelty and Beyond: Towards Combined Motivation Models and Integrated Learning Architectures / The Hippocampal-VTA Loop: The Role of Novelty and Motivation in Controlling the Entry of Information into Long-Term Memory / Competence-Based Intrinsic Motivation Mechanisms. Deciding Which Skill to Learn When: Temporal-Difference Competence-Based Intrinsic Motivation (TD-CB-IM) / Intrinsically Motivated Affordance Discovery and Modeling / Mechanisms Complementary to Intrinsic Motivations. Intrinsically Motivated Learning of Real-World Sensorimotor Skills with Developmental Constraints / Investigating the Origins of Intrinsic Motivation in Human Infants / Tools for Research on Intrinsic Motivations. A Novel Behavioural Task for Researching Intrinsic Motivations / The "Mechatronic Board": A Tool to Study Intrinsic Motivations in Humans, Monkeys, and Humanoid Robots / The iCub Platform: A T |