Results 31 to 40 of about 3,696,970 (268)
Active Inference for Stochastic Control [PDF]
, 2021 12 pages, 5 figures, Accepted presentation at IWAI-2021 (ECML-PKDD)
Aswin Paul +3 more
openaire +4 more sources
Intelligent Active Vibration Control for a Flexible Beam System [PDF]
, 2004 YesThis paper presents an investigation into the development of an intelligent active vibration control (AVC) system. Evolutionary Genetic algorithms (GAs) and Adaptive Neuro-Fuzzy Inference system (ANFIS) algorithms are used to develop mechanisms of an ...
Yu, H. +3 more
core +4 more sources
Active Inference: A Process Theory [PDF]
Neural Computation, 2017 This article describes a process theory based on active inference and belief propagation. Starting from the premise that all neuronal processing (and action selection) can be explained by maximizing Bayesian model evidence—or minimizing variational free energy—we ask whether neuronal responses can be described as a gradient descent on variational free
Karl John Friston +4 more
openaire +10 more sources
Entropy, 2021 Active inference is a physics of life process theory of perception, action and learning that is applicable to natural and artificial agents. In this paper, active inference theory is related to different types of practice in social organization.
Stephen Fox
doaj +1 more source
Shape of subjectivity: an active inference approach to consciousness and altered self-experience [PDF]
, 2021 How should we understand the place of the mind in the natural world? Can the relationship between the contents of consciousness and the underlying mechanisms be identified?
Deane, George
core +1 more source
Biological Cybernetics, 2018 This work combines the free energy principle from cognitive neuroscience and the ensuing active inference dynamics with recent advances in variational inference in deep generative models, and evolution strategies to introduce the "deep active inference" agent.
openaire +4 more sources
Active Inference or Control as Inference? A Unifying View [PDF]
, 2020 Active inference (AI) is a persuasive theoretical framework from computational neuroscience that seeks to describe action and perception as inference-based computation. However, this framework has yet to provide practical sensorimotor control algorithms that are competitive with alternative approaches.
Joe Watson +2 more
openaire +3 more sources
Active inference, morphogenesis, and computational psychiatry
Frontiers in Computational Neuroscience, 2022 Active inference is a leading theory in neuroscience that provides a simple and neuro-biologically plausible account of how action and perception are coupled in producing (Bayes) optimal behavior; and has been recently used to explain a variety of ...
Léo Pio-Lopez +5 more
doaj +1 more source
On the Relationship Between Active Inference and Control as Inference [PDF]
, 2020 Active Inference (AIF) is an emerging framework in the brain sciences which suggests that biological agents act to minimise a variational bound on model evidence. Control-as-Inference (CAI) is a framework within reinforcement learning which casts decision making as a variational inference problem.
Beren Millidge +3 more
openaire +3 more sources
Flexible intentions: An Active Inference theory
Frontiers in Computational Neuroscience, 2023 We present a normative computational theory of how the brain may support visually-guided goal-directed actions in dynamically changing environments. It extends the Active Inference theory of cortical processing according to which the brain maintains ...
Matteo Priorelli, Ivilin Peev Stoianov
doaj +1 more source