[HTML][HTML] On efficient computation in active inference

A Paul, N Sajid, L Da Costa, A Razi - Expert Systems with Applications, 2024 - Elsevier
Biological agents demonstrate a remarkable proficiency in calibrating appropriate scales of
planning and evaluation when interacting with their environments. It follows logically that …

Accelerating human–computer interaction through convergent conditions for LLM explanation

A Raikov, A Giretti, M Pirani, L Spalazzi… - Frontiers in Artificial …, 2024 - frontiersin.org
The article addresses the accelerating human–machine interaction using the large
language model (LLM). It goes beyond the traditional logical paradigms of explainable …

Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference

J Engström, R Wei, AD McDonald, A Garcia… - Frontiers in …, 2024 - frontiersin.org
Understanding adaptive human driving behavior, in particular how drivers manage
uncertainty, is of key importance for developing simulated human driver models that can be …

On Predictive planning and counterfactual learning in active inference

A Paul, T Isomura, A Razi - Entropy, 2024 - mdpi.com
Given the rapid advancement of artificial intelligence, understanding the foundations of
intelligent behaviour is increasingly important. Active inference, regarded as a general …

Hierarchical hybrid modeling for flexible tool use

M Priorelli, IP Stoianov - arXiv preprint arXiv:2402.10088, 2024 - arxiv.org
In a recent computational framework called active inference, discrete models can be linked
to their continuous counterparts to perform decision-making in changing environments. From …

[PDF][PDF] Active Inference Goes to School: The Importance of Active Learning in the Age of Large Language Models

LD Di Paolo, B White, A Guénin–Carlut, A Constant… - IEEE Transactions on … - osf.io
Human learning essentially involves embodied interactions with the material world. But our
worlds now include increasing numbers of powerful and (apparently) disembodied …

[PDF][PDF] Beyond Control: Will to Power in AI

I Hipólito, P Podosky - 2024 - researchgate.net
Sensational claims portray AI as an entity beyond human control. We argue that while AI
may exhibit characteristics that appear" beyond control," this does not necessarily arise from …

Active Inference for AI

M Raffa - CEUR Workshop Proceedings, 2023 - apeiron.iulm.it
The aim of this short paper is to present the connection between the cognitive framework of
predictive processing and active inference and existing implementation in AI tools, in order …

SOfIoTS: ontological framework, demonstration outcomes, and recommendations for further work

P Smart, M Boniface, MA Jarwar, J Watson - 2023 - eprints.soton.ac.uk
The Secure Ontologies for the Internet of Things (SOfIoTS) project seeks to advance our
understanding of the current state-of-the-art in respect of IoT security ontologies. It also aims …