Universität zu Köln

Journal Article

Danwitz, Ludwig, Mathar, David ORCID: 0000-0003-3411-7867, Smith, Elke ORCID: 0000-0003-2836-0924, Tuzsus, Deniz ORCID: 0000-0002-0825-5222 and Peters, Jan ORCID: 0000-0002-0195-5357 (2022). Parameter and Model Recovery of Reinforcement Learning Models for Restless Bandit Problems. Computational Brain & Behavior, 5 (4). pp. 547-563. New York: Springer. ISSN 2522-0861

Eben, Charlotte ORCID: 0000-0001-9423-1261, Bőthe, Beáta, Brevers, Damien ORCID: 0000-0003-4503-0898, Clark, Luke ORCID: 0000-0003-1103-2422, Grubbs, Joshua B. ORCID: 0000-0002-2642-1351, Heirene, Robert ORCID: 0000-0002-5508-7102, Kräplin, Anja ORCID: 0000-0002-1612-3932, Lewczuk, Karol ORCID: 0000-0003-2437-2450, Palmer, Lucas ORCID: 0000-0003-0961-0350, Perales, José C. ORCID: 0000-0001-5163-8811, Peters, Jan ORCID: 0000-0002-0195-5357, van Holst, Ruth ORCID: 0000-0002-1184-9355 and Billieux, Joel ORCID: 0000-0002-7388-6194 (2023). The landscape of open science in behavioral addiction research: Current practices and future directions. Journal of behavioral addictions, 12 (4). pp. 862-870. ISSN 2063-5303

Knauth, Kilian ORCID: 0000-0002-4002-4651, Mathar, David ORCID: 0000-0003-3411-7867, Kuzmanovic, Bojana, Tittgemeyer, Marc ORCID: 0000-0001-5072-2149 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Erotic cue exposure increases neural reward responses without modulating temporal discounting. Imaging Neuroscience, 1. pp. 1-25. Frontiers Research Foundation. ISSN 2837-6056

Mathar, David ORCID: 0000-0003-3411-7867, Wiebe, Annika ORCID: 0000-0001-6434-3553, Tuzsus, Deniz ORCID: 0000-0002-0825-5222, Knauth, Kilian ORCID: 0000-0002-4002-4651 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Erotic cue exposure increases physiological arousal, biases choices toward immediate rewards, and attenuates model‐based reinforcement learning. Psychophysiology, 60 (12). e14381. Cambridge Univ. Press. ISSN 1469-8986

Schultz, Heidrun ORCID: 0000-0002-5287-336X, Sommer, Tobias ORCID: 0000-0002-3504-7357 and Peters, Jan ORCID: 0000-0002-0195-5357 (2022). Category-sensitive incidental reinstatement in medial temporal lobe subregions during word recognition. Learning & Memory, 29 (5). pp. 126-135. Cold Spring Harbor Laboratory Press. ISSN 1549-5485

Smith, Elke ORCID: 0000-0003-2836-0924, Michalski, Simon, Knauth, Kilian H. K., Kaspar, Kai ORCID: 0000-0002-5092-6798, Reiter, Nils and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Large-Scale Web Scraping for Problem Gambling Research: A Case Study of COVID-19 Lockdown Effects in Germany. Journal of Gambling Studies, 39 (3). pp. 1487-1504. Springer Nature. ISSN 1573-3602

Wagner, Ben, Mathar, David ORCID: 0000-0003-3411-7867 and Peters, Jan ORCID: 0000-0002-0195-5357 (2022). Gambling Environment Exposure Increases Temporal Discounting but Improves Model-Based Control in Regular Slot-Machine Gamblers. Computational Psychiatry, 6 (1). pp. 142-165. The MIT Press. ISSN 2379-6227

Wagner, Ben J. ORCID: 0000-0002-5401-2512, Schüller, Canan B., Schüller, Thomas ORCID: 0000-0003-1232-7871, Baldermann, Juan C., Kohl, Sina ORCID: 0000-0002-2316-7706, Visser-Vandewalle, Veerle ORCID: 0000-0002-5274-7929, Huys, Daniel ORCID: 0000-0002-9124-4128, Marx, Milena, Kuhn, Jens ORCID: 0000-0002-4719-5293 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Chronic Deep Brain Stimulation of the Human Nucleus Accumbens Region Disrupts the Stability of Intertemporal Preferences. Journal of Neuroscience, 43 (43). pp. 7175-7185. Society for Neuroscience. ISSN 0270-6474

Preprints, Working Papers or Reports

Brands, Angela Mariele ORCID: 0000-0003-0422-8160, Mathar, David ORCID: 0000-0003-3411-7867 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Signatures of heuristic-based directed exploration in two-step sequential decision task behaviour. ["eprint_fieldopt_monograph_type_preprint" not defined].

Bruder, Luca R., Wagner, Ben, Mathar, David ORCID: 0000-0003-3411-7867 and Peters, Jan ORCID: 0000-0002-0195-5357 (2021). Increased temporal discounting and reduced model-based control in problem gambling are not substantially modulated by exposure to virtual gambling environments. BioRxiv. ["eprint_fieldopt_monograph_type_preprint" not defined].

Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Electronic gambling machines and dopamine. ["eprint_fieldopt_monograph_type_preprint" not defined].

Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Fake misses and hidden deductions in multi-line electronic gambling machines. ["eprint_fieldopt_monograph_type_preprint" not defined].

Peters, Jan ORCID: 0000-0002-0195-5357 (2017). Intact model-based control in patients with medial orbitofrontal cortex lesions. Project Report.

Smith, Elke ORCID: 0000-0003-2836-0924, Michalski, Simon, Knauth, Kilian, Tuzsus, Deniz, Theis, Hendrik, van Eimeren, Thilo and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Pharmacological enhancement of dopamine neurotransmission does not affect illusory pattern perception. ["eprint_fieldopt_monograph_type_preprint" not defined].

Smith, Elke ORCID: 0000-0003-2836-0924, Poth, Yannik, Sohns, Kara Sophie Zoé ORCID: 0000-0003-0659-2652, Kaspar, Kai ORCID: 0000-0002-5092-6798 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Loot box content is associated with increased user engagement for YouTube gaming videos. OSF. ["eprint_fieldopt_monograph_type_preprint" not defined].

Smith, Elke ORCID: 0000-0003-2836-0924, Reiter, Nils ORCID: 0000-0003-3193-6170 and Peters, Jan ORCID: 0000-0002-0195-5357 (2023). Automatic detection of problem-gambling signs from online texts using large language models. ["eprint_fieldopt_monograph_type_preprint" not defined].

Tuzsus, Deniz ORCID: 0000-0002-0825-5222, Brands, Angela Mariele ORCID: 0000-0003-0422-8160, Pappas, Ioannis and Peters, Jan ORCID: 0000-0002-0195-5357 (2024). Human-level reinforcement learning performance of recurrent neural networks is linked to hyperperseveration, not directed exploration. bioRxiv. ["eprint_fieldopt_monograph_type_preprint" not defined].