J. B. Engelmann

Robust Pavlovian to Instrumental and Pavlovian to Metacognitive Transfers in human reinforcementlearning.

This study investigates valence effects in reinforcement learning, finding robust Pavlovian-instrumental transfer (PIT) and Pavlovian-to-metacognitive transfer (PMT) effects that persist despite attempts to disrupt them.

Contextual influence on confidence judgments in human reinforcement learning.

This study shows participants are more confident in gain-based decisions than loss-based ones, despite equal difficulty and performance, suggesting a domain-general bias influenced by context-value.