Imagen de Portada

Active Inference for Physical AI Agents -- An Engineering Perspective

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	de Vries, Bert
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Realising Synthetic Active Inference Agents, Part II: Variational Message Updates
por: van de Laar, Thijs, et al.
Publicado: (2023)

Improved Depth Estimation of Bayesian Neural Networks
por: van Erp, Bart, et al.
Publicado: (2024)

Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference
por: Lukashchuk, Mykola, et al.
Publicado: (2026)

Reactive Environments for Active Inference Agents with RxEnvironments.jl
por: Nuijten, Wouter W. L., et al.
Publicado: (2024)

Spike-Timing-Dependent Plasticity for Bernoulli Message Passing
por: Adamiat, Sepideh, et al.
Publicado: (2025)

Deep Active Inference Agents for Delayed and Long-Horizon Environments
por: Yeganeh, Yavar Taheri, et al.
Publicado: (2025)

Distributional Active Inference
por: Akgül, Abdullah, et al.
Publicado: (2026)

Contrastive Active Inference
por: Mazzaglia, Pietro, et al.
Publicado: (2021)

Active Statistical Inference
por: Zrnic, Tijana, et al.
Publicado: (2024)

Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization
por: Beckers, Jim, et al.
Publicado: (2022)

Throughput-Optimal Scheduling Algorithms for LLM Inference and AI Agents
por: Dai, J. G., et al.
Publicado: (2025)

Learning U-Statistics with Active Inference
por: Wang, Xiaoning, et al.
Publicado: (2026)

Robust Sampling for Active Statistical Inference
por: Li, Puheng, et al.
Publicado: (2025)

Active and Passive Causal Inference Learning
por: Im, Daniel Jiwoong, et al.
Publicado: (2023)

Inference-Time Distillation: Cost-Efficient Agents Without Fine-Tuning or Manual Prompt Engineering
por: Sarukkai, Vishnu, et al.
Publicado: (2025)

Expected Free Energy-based Planning as Variational Inference
por: de Vries, Bert, et al.
Publicado: (2025)

Factorised Active Inference for Strategic Multi-Agent Interactions
por: Ruiz-Serra, Jaime, et al.
Publicado: (2024)

Post-ADC Inference: Valid Inference After Active Data Collection
por: Nishino, Shuichi, et al.
Publicado: (2026)

Active Multiple-Prediction-Powered Inference
por: Brawand, Nicholas, et al.
Publicado: (2026)

Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning
por: Danilenka, Anastasiya, et al.
Publicado: (2024)

Active Inference Agency Formalization, Metrics, and Convergence Assessments
por: Kapelko, Eduard
Publicado: (2026)

PMCTS: Particle Monte Carlo Tree Search for Principled Parallelized Inference Time Scaling
por: Oren, Yaniv, et al.
Publicado: (2026)

An Active Inference perspective on Neurofeedback Training
por: Annicchiarico, Côme, et al.
Publicado: (2025)

Generative AI Agents in Autonomous Machines: A Safety Perspective
por: Jabbour, Jason, et al.
Publicado: (2024)

ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
por: Huang, Daolang, et al.
Publicado: (2025)

Generating the Ground Truth: Synthetic Data for Soft Label and Label Noise Research
por: de Vries, Sjoerd, et al.
Publicado: (2023)

Learning with Confidence: Training Better Classifiers from Soft Labels
por: de Vries, Sjoerd, et al.
Publicado: (2024)

The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective
por: Kim, Jiin, et al.
Publicado: (2025)

Statistical Test for Auto Feature Engineering by Selective Inference
por: Matsukawa, Tatsuya, et al.
Publicado: (2024)

Active Inference and Human--Computer Interaction
por: Murray-Smith, Roderick, et al.
Publicado: (2024)

Curiosity is Knowledge: Self-Consistent Learning and No-Regret Optimization with Active Inference
por: Li, Yingke, et al.
Publicado: (2026)

Explanations Leak: Membership Inference with Differential Privacy and Active Learning Defense
por: Ezzeddine, Fatima, et al.
Publicado: (2026)

Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
por: Griesemer, Sam, et al.
Publicado: (2024)

Cost-Optimal Active AI Model Evaluation
por: Angelopoulos, Anastasios N., et al.
Publicado: (2025)

GenAI-Powered Inference
por: Imai, Kosuke, et al.
Publicado: (2025)

LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators
por: Chitty-Venkata, Krishna Teja, et al.
Publicado: (2024)

Value of Information and Reward Specification in Active Inference and POMDPs
por: Wei, Ran
Publicado: (2024)

Active Inference with Reusable State-Dependent Value Profiles
por: Poschl, Jacob
Publicado: (2025)

$E^3$-Agent: An Executable and Evolving Agent for Resource Management of Edge Generative Inference
por: Bao, Rui, et al.
Publicado: (2026)

Pragmatic Curiosity: A Unified Framework for Hybrid Learning and Optimization via Active Inference
por: Li, Yingke, et al.
Publicado: (2026)