One of the most relevant phenomena both from a theoretical and clinical perspective is extinction. In particular, several researchers are interested in the response recovery effects from extinction. Reinstatement is an effect that has been proposed as a laboratory model to study relapse from extinction-based therapeutic treatments. We designed two experiments with humans to evaluate the reinstatement effect in a predictive learning task. In both experiments, participants learned a specific relationship between two cues (X and Y) and two outcomes (O1 and O2) during the first phase. Throughout extinction, both cues were presented without outcomes. After an exposure to the original outcomes, reinstatement of the first-learned information was observed during testing in both experiments. However, we found that the reinstatement effect was contextual modulated (Experiment 1; ηp2 = .78, 90% CI [.48, .86], p < .0001). Furthermore, in Experiment 2 we showed a reduction of reinstatement when an extinction reminder was used ηp2 = .45, 90% CI [.07, .65], p = .012. Theoretical implications are discussed, and some potential uses are mentioned.

Two experiments were conducted to explore the associations involved in human predictive learning. Experiment 1 found that post-training devaluation of one of the outcomes by instructing participants that one of the attackers was indestructible, led to a significant decrease in participants’ predictive responses to the cue that was initially followed by the devalued outcome, suggesting that cue-outcome associations play a major role in human simple predictive learning. In Experiment 2, immediately after receiving cue-outcome predictive judgment training, participants were instructed to destroy the attackers by using the same responses previously used to give predictive judgments, but they were not informed as to which response should be used on each attacker. During a test in which both attackers were present at the same time, when the cue was present, participants preferentially chose the instrumental response alternative that was previously used as a predictive judgment about the relationship between the present cue and its outcome. In the absence of cues, participants equally chose either response alternative. This transfer of control shows that participants also establish judgment-outcome associations during predictive training.