Peter Dayan

Professor, Max-Planck Institute

Joined

March 2018

Names

Peter Dayan (Preferred)

Emails

****@uber.com (Confirmed)

****@tue.mpg.de (Confirmed)

****@tuebingen.mpg.de (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Professor

Max-Planck Institute (mpg.de)

2018 – 2032

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A foundation model to predict and capture human cognition
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle, Julian Coda-Forno, Peter Dayan, Can Demircan, Maria K Eckstein, Noémi Éltető, Thomas L. Griffiths, Susanne Haridi, Akshay K Jagadish, Li Ji-An, Alex Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G Mattar, Alireza Modirshanechi, Surabhi S Nath et al. (18 additional authors not shown)
- Nature
- Readers: Everyone
Analogy making as amortised model construction
David G Nagy, Tingke Shen, Hanqi Zhou, Charley M Wu, Peter Dayan
- Finding the Frame (RLC 2025)
- Readers: Everyone
Concept-Guided Interpretability via Neural Chunking
Shuchen Wu, Stephan Alaniz, Shyamgopal Karthik, Peter Dayan, Eric Schulz, Zeynep Akata
- NeurIPS 2025 poster
- Readers: Everyone
Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise
Karahan Sarıtaş, Peter Dayan, Kevin Shen, Surabhi S Nath
- ICLR 2025 Re-Align Workshop Poster
- Readers: Everyone
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences
Shuchen Wu, Mirko Thalmann, Peter Dayan, Zeynep Akata, Eric Schulz
- ICLR 2025 Poster
- Readers: Everyone
Next state prediction gives rise to entangled, yet compositional representations of objects
Tankred Saanum, Luca M. Schulze Buschoff, Peter Dayan, Eric Schulz
- Submitted to ICLR 2025
- Readers: Everyone
Simplifying Latent Dynamics with Softly State-Invariant World Models
Tankred Saanum, Peter Dayan, Eric Schulz
- NeurIPS 2024 poster
- Readers: Everyone
Exploring Uncertainty in Distributional Reinforcement Learning
Georgy Antonov, Peter Dayan
- RLC 2024
- Readers: Everyone
Simplicity in Complexity
Surabhi S Nath, Kevin Shen, Aenne Annelie Brielmann, Peter Dayan
- ICLR 2024 Workshop Re-Align Poster
- Readers: Everyone
Detecting and Deterring Manipulation in a Cognitive Hierarchy
Nitay Alon, Lion Schulz, Joseph M. Barnby, Jeffrey S. Rosenschein, Peter Dayan
- CoRR 2024
- Readers: Everyone

View all 199 publications

Co-Authors

View all 272 co-authors