LEADER 05534nam 22009135 450 001 9910765494503321 005 20251210155510.0 010 $a9783031479588 010 $a3031479580 024 7 $a10.1007/978-3-031-47958-8 035 $a(MiAaPQ)EBC30949308 035 $a(Au-PeEL)EBL30949308 035 $a(DE-He213)978-3-031-47958-8 035 $a(CKB)28861494100041 035 $a(OCoLC)1409682982 035 $a(EXLCZ)9928861494100041 100 $a20231115d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aActive Inference $e4th International Workshop, IWAI 2023, Ghent, Belgium, September 13?15, 2023, Revised Selected Papers /$fedited by Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Noor Sajid, Hideaki Shimazaki, Tim Verbelen, Martijn Wisse 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (293 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1915 311 08$aPrint version: Buckley, Christopher L. Active Inference Cham : Springer International Publishing AG,c2023 9783031479571 327 $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. 330 $aThis volume constitutes the papers of the 4th International Workshop on Active Inference, IWAI 2023, held in Ghent, Belgium on September 2023. The 17 full papers included in this book were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: active inference and robotics; decision-making and control; active inference and psychology; from theory to implementation; learning representations for active inference; and theory of learning and inference. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1915 606 $aArtificial intelligence 606 $aComputer science$xMathematics 606 $aMathematical statistics 606 $aComputer networks 606 $aApplication software 606 $aComputers, Special purpose 606 $aSoftware engineering 606 $aArtificial Intelligence 606 $aProbability and Statistics in Computer Science 606 $aComputer Communication Networks 606 $aComputer and Information Systems Applications 606 $aSpecial Purpose and Application-Based Systems 606 $aSoftware Engineering 606 $aIntel·ligència artificial$2thub 606 $aInferència$2thub 608 $aCongressos$2thub 608 $aLlibres electrònics$2thub 615 0$aArtificial intelligence. 615 0$aComputer science$xMathematics. 615 0$aMathematical statistics. 615 0$aComputer networks. 615 0$aApplication software. 615 0$aComputers, Special purpose. 615 0$aSoftware engineering. 615 14$aArtificial Intelligence. 615 24$aProbability and Statistics in Computer Science. 615 24$aComputer Communication Networks. 615 24$aComputer and Information Systems Applications. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aSoftware Engineering. 615 7$aIntel·ligència artificial 615 7$aInferència 676 $a006.3 700 $aBuckley$b Christopher L$01449211 701 $aCialfi$b Daniela$01449212 701 $aLanillos$b Pablo$01449213 701 $aRamstead$b Maxwell$01449214 701 $aSajid$b Noor$01449215 701 $aShimazaki$b Hideaki$01449216 701 $aVerbelen$b Tim$01449217 701 $aWisse$b Martijn$01449218 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910765494503321 996 $aActive Inference$93645551 997 $aUNINA