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245	1	0	_aActive Inference _h[electronic resource] : _b4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers / _cedited by Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Noor Sajid, Hideaki Shimazaki, Tim Verbelen, Martijn Wisse.
250			_a1st ed. 2024.
264		1	_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2024.
300			_aX, 290 p. 86 illus., 70 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aCommunications in Computer and Information Science, _x1865-0937 ; _v1915
505	0		_aActive Inference and Robotics -- Contextual Qualitative Deterministic Models for Self-Learning Embodied Agents -- Dynamical Perception-Action Loop Formation with Developmental Embodiment for Hierarchical Active Inference -- Decision-making and Control -- Towards Metacognitive Robot Decision Making for Tool Selection -- Understanding Tool Discovery and Tool Innovation Using Active Inference -- Efficient Motor Learning Through Action-perception Cycles in Deep Kinematic Inference -- Active Inference and Psychology -- Towards Understanding Persons and their Personalities with Cybernetic Big 5 Theory and the Free Energy Principle and Active Inference (FEP-AI) Framework -- On Embedded Normativity - An Active Inference Account of Agency Beyond Flesh -- A Model of Agential Learning Using Active Inference -- From Theory to Implementation -- Designing Explainable Artificial Intelligence with Active Inference: A Framework for Transparent Introspection and Decision-making -- An Analytical Model of Active Inference in the Iterated Prisoner's Dilemma -- Toward Design of Synthetic Active Inference Agents by Mere Mortals -- Learning Representations for Active Inference -- Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory -- Integrating Cognitive Map Learning and Active Inference for Planning in Ambiguous Environments -- Relative Representations for Cognitive Graphs -- Theory of Learning and Inference -- Active Inference in Hebbian Learning Networks -- Learning One Abstract Bit at a Time Through Self-Invented Experiments Encoded as Neural Networks -- Probabilistic Majorization of Partially Observable Markov Decision Processes.
520			_aThis volume constitutes the papers of the 4th International Workshop on Active Inference, IWAI 2023, held in Ghent, Belgium on September 2023. The 17 full papers included in this book were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: active inference and robotics; decision-making and control; active inference and psychology; from theory to implementation; learning representations for active inference; and theory of learning and inference.
541			_fUABC ; _cPerpetuidad
650		0	_aArtificial intelligence.
650		0	_aComputer science _xMathematics.
650		0	_aMathematical statistics.
650		0	_aComputer networks .
650		0	_aApplication software.
650		0	_aComputers, Special purpose.
650		0	_aSoftware engineering.
650	1	4	_aArtificial Intelligence.
650	2	4	_aProbability and Statistics in Computer Science.
650	2	4	_aComputer Communication Networks.
650	2	4	_aComputer and Information Systems Applications.
650	2	4	_aSpecial Purpose and Application-Based Systems.
650	2	4	_aSoftware Engineering.
700	1		_aBuckley, Christopher L. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aCialfi, Daniela. _eeditor. _0(orcid)0000-0001-8953-062X _1https://orcid.org/0000-0001-8953-062X _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aLanillos, Pablo. _eeditor. _0(orcid)0000-0001-9154-0798 _1https://orcid.org/0000-0001-9154-0798 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aRamstead, Maxwell. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aSajid, Noor. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aShimazaki, Hideaki. _eeditor. _0(orcid)0000-0001-7794-3064 _1https://orcid.org/0000-0001-7794-3064 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aVerbelen, Tim. _eeditor. _0(orcid)0000-0003-2731-7262 _1https://orcid.org/0000-0003-2731-7262 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aWisse, Martijn. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783031479571
776	0	8	_iPrinted edition: _z9783031479595
830		0	_aCommunications in Computer and Information Science, _x1865-0937 ; _v1915
856	4	0	_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-47958-8
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