Papers / Active Inference

Active Inference

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The empirical status of predictive coding and active inference

Rowan Hodson, et al. • Neuroscience & Biobehavioral Reviews • (2024) • DOI: 10.1016/j.neubiorev.2023.105473

Research on predictive processing models has focused largely on two specific algorithmic theories: Predictive Coding for perception and Active Inference for decision-making. While these interconnected...

Active Inference Bayesian Brain Computational Modeling Predictive Coding Predictive Processing

Predictive eye movements are adjusted in a Bayes-optimal fashion in response to unexpectedly changing environmental probabilities

Tom Arthur, David J. Harris • Cortex • (2021) • DOI: 10.1016/j.cortex.2021.09.017

This study examined the application of active inference to dynamic visuomotor control. Active inference proposes that actions are dynamically planned according to uncertainty about sensory information...

Active Inference Predictive Coding Bayesian Virtual reality Visuomotor