Results 1 to 10 of about 3,696,970 (268)

Intermittent Active Inference. [PDF]

Entropy (Basel)
Active inference provides a unified framework for perception and action as processes of minimizing prediction error given a generative model of the environment. Whilst standard formulations assume continuous inference and control, empirical evidence indicates that humans update their control strategies intermittently, which reduces computational ...
Klar M, Stein S, Paterson F, Williamson JH, Gollee H, Murray-Smith R.   +5 more
europepmc   +5 more sources

Embodied decisions as active inference. [PDF]

PLoS Comput Biol
Decision-making is often conceptualized as a serial process, during which sensory evidence is accumulated for the choice alternatives until a certain threshold is reached, at which point a decision is made and an action is executed.
Priorelli M, Stoianov IP, Pezzulo G.
europepmc   +6 more sources

The role of active inference in conscious awareness. [PDF]

PLoS One
Active inference, a first-principles framework for modelling the behaviour of sentient agents, is beginning to be applied in consciousness research. One hypothesis arising from the framework is that active inference is necessary for changes in conscious ...
Robinson JE, Corcoran AW, Whyte CJ, Sárközy A, Seth AK, Kovács G, Friston KJ, Pennartz CMA, Tononi G, Hohwy J, TWCF: INTREPID Consortium.   +10 more
europepmc   +2 more sources

Active inference and speech motor control. [PDF]

Psychon Bull Rev
Bradshaw AR, Press C, Davis MH.
europepmc   +1 more source

Reframing neuroergonomics in an evolutionary and active inference context. [PDF]

Front Neuroergon
Corona-Strauss FI, Vibell J, Francis AL, Lehser M, Markert SM, Strauss DJ.   +5 more
europepmc   +1 more source

Limb apraxia and active inference in the visuomotor pathways. [PDF]

Psychon Bull Rev
Proietti R, Pezzulo G, Binkofski F, Tessari A.   +3 more
europepmc   +1 more source

Active inference as a model of collision avoidance behavior in human drivers. [PDF]

Nat Commun
Schumann JF, Engström J, Johnson L, O'Kelly M, Messias J, Kober J, Zgonnikov A.   +6 more
europepmc   +1 more source

ICU Delirium as a Failure of Predictive Synchronization: A Two-Agent Active Inference Model. [PDF]

Entropy (Basel)
Possati LM.
europepmc   +1 more source

Understanding mechanisms of voluntary engagement of mental effort using active inference. [PDF]

Cogn Affect Behav Neurosci
Maramotti R, Parr T, Tondelli M, Ballotta D, Manohar SG, Zamboni G, Pagnoni G.   +6 more
europepmc   +1 more source

Active Inference Modeling of Socially Shared Cognition in Virtual Reality. [PDF]

Sensors (Basel)
Arima Y, Okada M.
europepmc   +1 more source