Active Inference

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

AvMahault Albarracin,David Benrimoh

Häftad, Engelska, 2026

Del 2857 i serien Communications in Computer and Information Science

813 kr

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Beskrivning

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

Utgivningsdatum:2026-04-10
Mått:155 x 235 x 25 mm
Vikt:674 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:432
Förlag:Springer Nature Switzerland AG
ISBN:9783032169549

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik
Hårdvara inom Data och IT
Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- 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.

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Active Inference

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

Beskrivning

Produktinformation

Utforska kategorier

Innehållsförteckning

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