LEADER 05161nam 22007815 450 001 9910683344203321 005 20251113190548.0 010 $a9783031287190 010 $a3031287193 024 7 $a10.1007/978-3-031-28719-0 035 $a(MiAaPQ)EBC7218098 035 $a(Au-PeEL)EBL7218098 035 $a(OCoLC)1373987358 035 $a(DE-He213)978-3-031-28719-0 035 $a(PPN)269094164 035 $a(CKB)26305245800041 035 $a(EXLCZ)9926305245800041 100 $a20230321d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aActive Inference $eThird International Workshop, IWAI 2022, Grenoble, France, September 19, 2022, Revised Selected Papers /$fedited by Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Noor Sajid, Hideaki Shimazaki, Tim Verbelen 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (383 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1721 311 08$aPrint version: Buckley, Christopher L. Active Inference Cham : Springer,c2023 9783031287183 320 $aIncludes bibliographical references and index. 327 $aPreventing Deterioration of Classification Accuracy in Predictive Coding Networks -- Interpreting systems as solving POMDPs: a step towards a formal understanding of agency -- Disentangling Shape and Pose for Object-Centric Deep Active Inference Models -- Object-based Active Inference -- Knitting a Markov blanket is hard when you are out-of-equilibrium: two examples in canonical nonequilibrium models -- Spin glass systems as collective active inference -- Mapping Husserlian phenomenology onto active inference -- The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference -- World model learning from demonstrations with active inference: application to driving behavior -- Active Blockference: cadCAD with Active Inference for cognitive systems modeling -- Active Inference Successor Representations -- Learning Policies for Continuous Control via Transition Models -- Attachment Theory in anActive Inference Framework: How Does Our Inner Model Take Shape? -- Capsule Networks as Generative Models -- Home run: finding your way home by imagining trajectories -- A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture -- Active Inference and Psychology of Expectations: A study of formalizing ViolEx -- AIXI, FEP-AI, and integrated world models: Towards a unified understanding of intelligence and consciousness -- Intention Modulation for Multi-Step Tasks in Continuous Time Active Inference -- Learning Generative Models for Active Inference using Tensor Networks -- A Worked Example of the Bayesian Mechanics of Classical Objects -- A message passing perspective on planning under Active Inference -- Efficient search of active inference policy spaces using k-means -- Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agent -- Deriving time-averaged active inference from control principles. 330 $aThis volume constitutes the papers of the 3rd International Workshop on Active Inference, IWAI 2022, held in Grenoble, France, in conjunction with ECML/PKDD, on September 19, 2022. The 25 revised full papers presented in this book were carefully reviewed and selected from 31 submissions. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1721 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 $aSoftware Engineering 615 0$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. 676 $a006.3 702 $aBuckley$b Christopher L. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910683344203321 996 $aActive Inference$93085120 997 $aUNINA