東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linked to FindBook

Google Book

Amazon

博客來

Active inference = 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Active inference/ edited by Christopher L. Buckley ... [et al.].
Reminder of title:	4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers /
other author:	Buckley, Christopher L.
corporate name:	IWAI (Conference)
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	x, 290 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Active 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.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-47958-8
ISBN:	9783031479588

Active inference = 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers /
Active inference4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers /[electronic resource] :edited by Christopher L. Buckley ... [et al.]. - Cham :Springer Nature Switzerland :2024. - x, 290 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,19151865-0937 ;. - Communications in computer and information science ;1915..

Active 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.

This 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.

ISBN: 9783031479588

Standard No.: 10.1007/978-3-031-47958-8doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .I58 2023

Dewey Class. No.: 006.3

Active inference = 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers /
LDR:03331nmm a2200337 a 4500 001 2367540
003 DE-He213
005 20231115183018.0
006 m d
007 cr nn 008maaau
008 241127s2024 sz s 0 eng d
020 $a 9783031479588 $q (electronic bk.)
020 $a 9783031479571 $q (paper)
024 7 $a 10.1007/978-3-031-47958-8 $2 doi
035 $a 978-3-031-47958-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334 $b .I58 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I96 2023
111 2 $a IWAI (Conference) $n (4th : $d 2023 : $c Ghent, Belgium) $3 3710728
245 1 0 $a Active inference $h [electronic resource] : $b 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13-15, 2023 : revised selected papers / $c edited by Christopher L. Buckley ... [et al.].
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a x, 290 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 1915
505 0 $a Active 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 $a This 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.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 0 $a Inference $v Congresses. $3 3630607
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Probability and Statistics in Computer Science. $3 891072
650 2 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Special Purpose and Application-Based Systems. $3 892492
650 2 4 $a Software Engineering. $3 890874
700 1 $a Buckley, Christopher L. $3 3630605
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 1915. $3 3710729
856 4 0 $u https://doi.org/10.1007/978-3-031-47958-8
950 $a Computer Science (SpringerNature-11645)