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06/13/2023
Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language
The Free Energy Principle (FEP) is a theoretical framework for describin...
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06/05/2023
Realising Synthetic Active Inference Agents, Part II: Variational Message Updates
The Free Energy Principle (FEP) describes (biological) agents as minimis...
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12/02/2022
Designing Ecosystems of Intelligence from First Principles
This white paper lays out a vision of research and development in the fi...
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04/02/2022
Variational message passing for online polynomial NARMAX identification
We propose a variational Bayesian inference procedure for online nonline...
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12/26/2021
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms
In this paper we present AIDA, which is an active inference-based agent ...
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09/01/2021