Active Inference

Nyhet

6th International Workshop, IWAI 2025, Montreal, QC, Canada, October 15–17, 2025, Revised Selected Papers

Häftad, Engelska, 2026

AvMahault Albarracin,David Benrimoh,Christopher L. Buckley,Pablo Lanillos,Riddhi J. Pitliya,Hideaki Shimazaki,Ivilin Peev Stoianov,Tim Verbelen,Martijn Wisse

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This book constitutes revised selected papers from the 6th International Workshop on Active Inference, IWAI 2025, held in Montreal, Canada, during October 15-17, 2025. The 24 full papers included in this book were carefully reviewed and selected from 76 submissions. They were organized in topical sections as follows: Models of Decision Making; Forney Style Factor Graphs; Fundamental Active Inference Extensions; Simulations of Mental Processes; Human Experiments; Scaling and Efficiency; Robotics; Multi-agent and Theory of Mind.

Produktinformation

Utgivningsdatum2026-03-19
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor446
FörlagSpringer Nature Switzerland AG
ISBN9783032169549

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.- Models of Decision Making..- On the Variational Costs of Changing Our Minds.- Cognitive Effort in the Two-Step Task: An Active Inference Drift-Diffusion Model Approach..- Addressing the Subsumption Thesis: A Formal Bridge between Microeconomics and Active Inference..- Forney Style Factor Graphs..- Bethe Predictive Coding..- A Message Passing Realization of Expected Free Energy Minimization..- Spike-Timing-Dependent Plasticity for Bernoulli Message Passing..- Fundamental Active Inference Extensions..- Diffusion-Generated Latent Spaces for Continuous Amortized Active Inference Agents: A Mathematical Framework..- Deep Active Inference with Neural Stochastic Differential Equations..- A Diffusion Prior for Active Inference Planning..- Simulations of Mental Processes..- An Active Inference Model of Covert and Overt Visual Attention..- Dynamic Attentional Agents in Focused Attention Meditation: Hierarchical Computational Modeling of Expert-Novice Differences..- Geometric Hyperscanning under Active Inference..- Human Experiments..- An Active Inference Model of Mouse Point-and-Click Behaviour..- Writing through Sympathetic Arousal: A Perceptual Active Inference Model of on the Effects of Sympathetic Arousal Interoception on Written and Spoken Grammatical Complexity..- Evaluation of “As-Intended” Vehicle Dynamics using the Active Inference Framework..- Scaling and Efficiency..- Message passing-based inference in an autoregressive active inference agent..- Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods..- Predictive Coding-based Deep Neural Network Finetuning for Computationally Efficient Domain Adaptation..- Robotics..- Navigation and Exploration with Active Inference: from Biology to Industry..- Free-Gate: Planning, Control And Policy Composition Via Free Energy Gating..- Mobile Manipulation with Active Inference for Long-Horizon Rearrangement Tasks..- Multi-agent and Theory of Mind..- Theory of Mind Using Active Inference: A Framework for Multi-Agent Cooperation..- Demonstration of Making Humans Recognize Intentions of Robot Actions through Active Inference..- Navigating Uncertainties with Active Inference and Probabilistic Diffusion.