Jan Peters
@NeuroPeters
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Biopsychology Prof @UniCologne, heading the @peters_lab
Joined May 2012
Our first RNN modeling paper on #exploration during RL is now out in @CompBrainBeh:
link.springer.com
Computational Brain & Behavior - A key feature of animal and human decision-making is to balance the exploration of unknown options for information gain (directed exploration) versus selecting...
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The lab's work on the #reliability of ambulatory physiological measures during urban mobility is out as a @biorxivpreprint @bioDGPs_DGPA :
biorxiv.org
Ambulatory assessment methods in psychology and clinical neuroscience are powerful research tools for collecting data outside of the laboratory. These methods encompass physiological, behavioral, and...
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The lab's work on reinforcement learning drift diffusion modeling in #gambling disorder by @ntonius_w and @NeuroPeters was recently published in @CPSYJournal @bioDGPs_DGPA :
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Get in touch if you have any questions about the lab or potential projects 👍👌
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Come work with us 👇
🚨 Job alert 🚨 we have an opening for a PhD position in cognitive/computational neuroscience, application deadline February 29th. Please RT! @bioDGPs_DGPA
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Great to see this published 🥳
Now out in @NatureComms: Dopamine regulates decision thresholds in human reinforcement learning in males @bioDGPs_DGPA
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Near-misses and losses-disguised-as-wins are prominent design features in multi-line electronic #gambling machines (EGMs). In a short comment, I describe two more (understudied) features...
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Happy to report that @KilianKnauth made it into the first issue of @ImagingNeurosci 🥳 We show that upregulation of reward circuits is insufficient to drive increases in temporal discounting. @bioDGPs_DGPA
New paper in Imaging Neuroscience @mitpress by @KilianKnauth @tittgemeyer @NeuroPeters et al Erotic cue exposure increases neural reward responses without modulating temporal discounting https://t.co/otrihJNJuV
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Recently spotted: ads for instant lotteries (18+) by @westlotto in a video game (mainly) for kids. #Gambling
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Reminder for this🚨job alert🚨: Come work on the human projects of our @UniCologne Emerging Group, including computational cognitive neuroscience projects with @tittgemeyer, @peters_lab and @koeniglab. @bioDGPs_DGPA
https://t.co/RT8pcNlpCa
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Come join us in Cologne!
🚨W3 Professur Allgemeine Psychologie (Kognition) in Köln🚨 W3 (Full-) Professorship in Cognitive Psychology in Cologne
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Highly recommended 👇
📢 Job Alert (sorry - German skills required): Wir suchen zum 01.10.23 einen Postdoc (m/w/d) zur Verstärkung unseres Teams 👇
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Looking forward to showing some of the exciting stuff that @damathar, @am_brands and @DTuzsus (with @JohnPappas10) have been working on!
Join us at 9am CEST/5pm AEST Thursday 22 June for the next in the Bonn-Melbourne Seminar Series in Decision Neuroscience and Computational Psychiatry with Jan Peters (@NeuroPeters) ! @BusEcoNews @UniBonn
https://t.co/8g18FrKMjk
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Hello fellow #OpenScience enthusiast! 👋 We are IGOR, a @bioDGPs_DGPA interest group. We bring open reproducible science to biological psychology & neuropsychology in Germany and beyond 🧠 Speakers: @GordonFeld 🙋 & @helenahhartmann 🙋♀️ Send us an email if you want to join! 📨
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Good morning #PuG2023 - quick reminder that we have an open PhD student position - get in touch if you want to chat. 👇
🚨 Job alert 🚨we have an opening for a PhD position in cognitive/computational neuroscience, application deadline June 22nd. @bioDGPs_DGPA @CogNeuroJobs please RT
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🚨 Job alert 🚨we have an opening for a PhD position in cognitive/computational neuroscience, application deadline June 22nd. @bioDGPs_DGPA @CogNeuroJobs please RT
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New @biorxivpreprint: a signature of directed #exploration in data from the two-step task, widely used in #ComputationalPsychiatry:
biorxiv.org
Processes formalized in classic Reinforcement Learning (RL) theory, such as model-based (MB) control and exploration strategies have proven fertile in cognitive and computational neuroscience, as...
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Do recurrent neural networks use directed exploration to solve restless bandit problems? Our (@DTuzsus @JohnPappas10 @NeuroPeters) answer: no. @bioDGPs_DGPA
biorxiv.org
A key feature of animal and human decision-making is to balance exploring unknown options for information gain (directed exploration) versus exploiting known options for immediate reward, which is...
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