Philipp Schwartenbeck

The paper demonstrates that the human entorhinal cortex represents abstract structural knowledge in non-spatial tasks with hexagonal grid structure, but not in tasks with clustered structure.

This study shows that people with tobacco use disorder misattribute non-drug cues as weaker predictors of positive outcomes compared to drug cues, supporting some but not all hypotheses of the salience misattribution model.

The paper presents a task and models human decision-making in an information-selective symmetric reversal bandit task, finding participants use a belief state-based hybrid strategy.

The paper shows that visual understanding involves relational and compositional representations in the prefrontal-hippocampal circuit, with replay sequences forming hypotheses about scene configurations.

This paper introduces an active inference framework for modeling structure learning, using concept learning as an example, and demonstrates its ability to generalize and reduce model complexity.

The paper presents two computational mechanisms for goal-directed exploration based on different types of information-gain, showing how they induce distinct patterns of Bayes-optimal behavior.