Collins Lab
@ccnlab
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The Computational Cognitive Neuroscience Lab at UC Berkeley, led by Dr. Anne Collins @Anne_on_Tw.
Berkeley, CA
Joined November 2017
RT @RLDMDublin2025: Exciting news - early bird registration is now open for #RLDM2025!. Register now: Register now….
docs.google.com
Date and time: June 11th to 15th, 2025 Event Address: Trinity College Dublin, Dublin 2, Dublin, Ireland Early Bird Rates: €300: Academic Trainee (e.g., Undergrad/Research Assistant/PhD/Postdoc) €400:...
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RT @RLDMDublin2025: And, a reminder: the deadline to submit an extended abstract to RLDM is this coming Wednesday (Jan. 15)! . Details at….
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RT @RLDMDublin2025: The RLDM workshop list is now up! Have a look: . More workshop details coming soon :) . There….
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RT @RLDMDublin2025: *Call for Abstracts*. Submit your abstracts on "learning and decision-making over time to achieve a goal" to #RLDM2025….
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📷 Calling all experts! 📷.We're seeking tutorial proposals for topics on "learning and decision-making over time to achieve a goal".Help foster cross-disciplinary exchange at RLDM 2025!.📷 Deadline: December 20th.📷 Learn more & apply:
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Have ideas for an interdisciplinary workshop? Get involved at RLDM to tackle key challenges, open problems, or controversial topics!. 📷 Formats: Talks, hackathons, debates—your choice!. 📷 All career stages welcome to lead. 📷️ Apply by 10th Dec:
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RT @Anne_On_Tw: I finally finished writing my fun RL project during sabbatical in France. I first presented on this a year ago, but I'm sti….
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RT @gaia_molinaro: How do we decide which goals to pursue? Here, we introduce the notion of *latent learning progress* to explain human goa….
osf.io
Humans are autotelic agents who learn by setting and pursuing their own goals. However, the precise mechanisms guiding human goal selection remain unclear. Learning progress, typically measured as...
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RT @milenamr7: The last paper of my time in @ccnlab is now out, with @Anne_On_Tw, @xia_jimmy and Ti-Fen Pan!.
journals.plos.org
Author summary Computational cognitive models occupy an important position in cognitive science research, as they offer a simple way of quantifying cognitive processes (such as how fast someone...
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RT @drjingjing2026: New paper with @Anne_On_Tw introducing a modeling framework for noise fluctuations in decision-making. It can be applie….
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RT @gaia_molinaro: The notion that goals are central to human cognition is intuitive, yet learning and decision-making researchers have oft….
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We have an opening postdoc position with a strong fMRI background at @ccnlab where we study flexible decision-making and learning in humans using behavioral paradigms and computational approaches. Get in touch if this sounds interesting! . More info at
I am looking to hire a postdoc with strong fMRI expertise for an NIH funded project at @ccnlab. More info here: Please RT and pass along to potential applicants.
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RT @Anne_On_Tw: I am looking to hire a postdoc with strong fMRI expertise for an NIH funded project at @ccnlab. More info here: https://t.c….
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RT @gaia_molinaro: The value we place on an option depends on the context and available alternatives. But why does getting $1 when the poss….
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RT @Anne_On_Tw: If you're doing hierarchical bayesian modeling for cognitive models, @bbbbaribault Beth's new paper is a must read! Highlig….
psycnet.apa.org
Using Bayesian methods to apply computational models of cognitive processes, or Bayesian cognitive modeling, is an important new trend in psychological research. The rise of Bayesian cognitive...
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RT @Anne_On_Tw: I am looking to recruit a postdoc for my lab @ccnlab at UC Berkeley This is an NIH funded position….
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RT @Anne_On_Tw: We will be hiring a new lab manager for @ccnlab to start this summer! Interested candidates should email ccnlab@berkeley.e….
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Our new paper is out! @milenamr7, with @ar__zou and @Anne_On_Tw, explores how choice type impacts human reinforcement learning:
direct.mit.edu
Abstract. In reinforcement learning (RL) experiments, participants learn to make rewarding choices in response to different stimuli; RL models use outcomes to estimate stimulus–response values that...
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RT @milenamr7: Unsure if science people are still on twitter (?), but if so: . New preprint with @NassarLab ,@Anne_On_Tw, @bbbbaribault, Al….
biorxiv.org
The ability to use past experience to effectively guide decision making declines in older adulthood. Such declines have been theorized to emerge from either impairments of striatal reinforcement...
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