Charley Wu

@thecharleywu.bsky.social

Prof. of Computational Cognitive Science at TU Darmstadt & PI of the Human and Machine Cognition lab | hmc-lab.com

🚨Now out in Science Advances @science.org: #Parkinson's patients off dopamine medication (PD-) explore too much and exploit too little. Modeling shows they overvalue uncertainty, not that they choose randomly. On levodopa (PD+) they become comparable to controls www.science.org/doi/10.1126/... 🧵👇

Dopamine depletion in Parkinson’s increases directed but not random exploration

Levodopa restores the balance between exploration and exploitation in Parkinson’s disease.

science.org

New paper! Setting goals is so useful in complex settings because it can reduce the environment's complexity to only the goal-relevant features. But for humans, reframing comes at a cost. Could this explain why we're so bad at abandoning goals that are no longer worthwhile? 🧵

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Hope you will join us at the Center for Computational Psychiatry at Mount Sinai for a #CCN2026 satellite on computational cognitive science approaches to modeling mental health dynamics. Big shoutout to @meghangallo.bsky.social for making it happen! @sinaiccp.bsky.social @sinaibrain.bsky.social

Meghan Gallo@meghangallo.bsky.social · 4w ago

What predicts mental health disorders' onset and treatment success? Join our free #CCN2026 satellite meeting on the latest computational cognitive neuroscience parsing the multi-scale, dynamical systems of disorders that emerge across development, symptom expression, presentation & treatment.

UAI 2026 paper: A genetic perturbation can change the connectome, a new policy can rewire economic links between firms. In each case, interventions change the graph itself which standard SCMs treat as fixed. We tackle this in Partially Observed Structural Causal Models (POSCMs).

Expanded DAG for a 3-node POSCM under ordered generation. An exogenous ordering τ feeds context variables β₁, β₂, β₃; each βᵢ generates adjacency variables A_ji, which gate the value channels between endogenous variables V₁, V₂, V₃ and also feed the mechanism variables f₁, f₂, f₃. Phase I covers structure and context generation; Phase II covers mechanism assignment and value generation.

I'm starting a Research Group at the protocol institute looking at Personhood and Life We will look at questions like, What is a person and how has that understanding been constituted in different times and places? What is life and how does it intersect with personhood?

I'm incredibly honored to have been awarded the Glushko Dissertation Award! 🎓 Thanks to everyone who supported me along the way. If you're at #CogSci2026 in Rio 🇧🇷, I'll be presenting on Saturday at 12:25PM. I'd love to see familiar faces and meet new ones; excited for some great discussions!

As AI systems continue to advance, Psychology Prof. @alisongopnik.bsky.social points to the original learning model: the child. In a recent Berkeley Talks episode, she explains why children’s curiosity, exploration + learning capacity set them apart from today’s AI systems. Listen here:

Berkeley Talks: Alison Gopnik on why AI is no match for a 4-year-old - Berkeley News

AI may be advancing rapidly, but as the UC Berkeley developmental psychologist explains, the next leap in technology depends on replicating the unique forms of human intelligence cultivated during chi...

news.berkeley.edu

Looking to work with a postdoc. Prior experience with fMRI and computational modeling required, interest in psychiatry desired. Fellowship provides three years salary plus independent travel/equipment funds. Send CV and 2-3 manuscripts (preprints OK).

🎓Congratulations Dr. @hanqizhou.bsky.social on successfully defending her thesis with the highest distinctions (summa cum laude)! It's been an honour and a privilege working together over the past years, and you've reshaped how I understand cognition via your creative and bold ideas. Bravo! 👏🥳

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