A Grassroots Approach to the Reproducibility Crisis in Academia: Students should take matters in their own hands #science #academia #research #ReproducibilityCrisis medium.com/@momchiltomov/…

Discovery of Hierarchical Representations for Efficient Planning biorxiv.org/cgi/content/sh… #biorxiv_neursci

Unprovability comes to machine learning nature.com/articles/d4158…

Now out in #JNeurosci, Momchil Tomov and I found evidence for a corticostriatal network that represents reinforcement learning that is modulated by causal inference. Also w/ the wonderful Sam Gershman & Brent Hughes

Our fMRI study of theory-based reinforcement learning: biorxiv.org/content/10.110… led by Momchil Tomov in collaboration with Pedro Tsividis and CoCoSci MIT

hello twitterverse! here's my first, first-authored preprint with the wonderful Ann_Huang and Sam Gershman! in this paper, we used our theory of policy compression to better understand action chunking 🧵…(1/n) psyarxiv.com/z8yrv

New article on the neural architecture of theory-based reinforcement learning w/ Pedro Tsividis, Thomas Pouncy, CoCoSci MIT, and Sam Gershman ! sciencedirect.com/science/articl… Accompanying blog post --> medium.com/@momchiltomov/…

New survey on predictive representations in reinforcement learning, covering AI, cognitive, and neuroscience perspectives: arxiv.org/abs/2402.06590 Joint work with Wilka Carvalho, Momchil Tomov, Will de Cothi, Caswell Barry

Excited to share our review on the successor representation and two important generalizations: successor features and successor models! These provide answers spanning AI, cognitive science, and neuroscience for how agents can efficiently reuse their knowledge in new situations

I am excited to announce Quotient AI! Quotient enables developers to evaluate, improve and ship high quality AI products through fast, real-world, data-backed experimentation.

The wonder drug: A digital revolution in health care is speeding up economist.com/news/business/… via The Economist

“Essential Cheat Sheets for Machine Learning and Deep Learning Engineers” by Kailash Ahirwar medium.com/@kailashahirwa…

The Death of the Artist—and the Birth of the Creative Entrepreneur theatlantic.com/magazine/archi…

This Art Museum Hired a Neuroscientist to Change the Way We Look at Art artsy.net/article/artsy-… via Artsy -- neuroaesthetics takes over

how we snuck into #Liberland without getting arrested Vít Jedlička Liberland medium.com/@momchiltomov/…

Brain activity predicts whether a project will be crowdfunded better than subjects' choices or any other measure m.jneurosci.org/content/jneuro…

18 mins HMS to NW strava.com/activities/120…

AlphaGo Zero beats AlphaGo 100-0, taught in 3 days by playing itself only (no human input) deepmind.com/blog/alphago-z…

Free exchange: Many happy returns: new data reveal long-term investment trends economist.com/news/finance-a… via The Economist