New Active Inference Model Integrates Emotions in Human Driving Simulation

Active inference is a theoretical framework combining goal-directed action with uncertainty reduction, inspired by neuroscience.

It adds emotions (valence and arousal) to a driving model with continuous states, rather than simplified discrete states, making it more realistic.

It can improve driver assistance systems to adapt to the driver's emotional state, increasing safety on congested roads.