04006nam 2200505 450 99654682980331620230730235810.03-031-28719-310.1007/978-3-031-28719-0(MiAaPQ)EBC7218098(Au-PeEL)EBL7218098(OCoLC)1373987358(DE-He213)978-3-031-28719-0(PPN)269094164(EXLCZ)992630524580004120230730d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierActive inference third international workshop, IWAI 2022, Grenoble, France, September 19, 2022, revised selected papers /Christopher L. Buckley [and six others], editors1st ed. 2023.Cham, Switzerland :Springer Nature Switzerland AG,[2023]©20231 online resource (383 pages)Communications in Computer and Information Science,1865-0937 ;1721Print version: Buckley, Christopher L. Active Inference Cham : Springer,c2023 9783031287183 Includes bibliographical references and index.Preventing 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 an Active 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.This 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.Communications in Computer and Information Science,1865-0937 ;1721Artificial intelligenceCongressesInferenceCongressesArtificial intelligenceInference006.3Buckley Christopher L.MiAaPQMiAaPQMiAaPQBOOK996546829803316Active Inference3085120UNISA