Scholar
Charley M. Wu
Google Scholar ID: 1O2hcVgAAAAJ
Professor of Computational Cognitive Science, TU Darmstadt
Generalization
Exploration
Compositionality
Social learning
Compression
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Citations & Impact
All-time
Citations
1,366
H-index
18
i10-index
23
Publications
20
Co-authors
25
list available
Contact
No contact links provided.
Publications
7 items
Emergent social transmission of model-based representations without inference
2026
Cited
0
Are LLMs Biased Like Humans? Causal Reasoning as a Function of Prior Knowledge, Irrelevant Information, and Reasoning Budget
2026
Cited
0
Agent-centric learning: from external reward maximization to internal knowledge curation
2025
Cited
0
Analogy making as amortised model construction
2025
Cited
0
Reframing attention as a reinforcement learning problem for causal discovery
2025
Cited
0
From Curiosity to Competence: How World Models Interact with the Dynamics of Exploration
2025
Cited
0
Do Large Language Models Reason Causally Like Us? Even Better?
2025
Cited
0
Resume (English only)
Background
Principal Investigator of the Human and Machine Cognition (HMC) Lab
Research at the intersection of Human Cognitive Science and Machine Learning
Aims to use insights from human cognition to improve machine learning, and vice versa
Employs experiments (e.g., online interactive games, lab-based VR, real-world data analysis) to study human cognition
Computational models inspired by reinforcement/machine learning, validated via behavioral, neural, or evolutionary predictions
Co-authors
25 total
Eric Schulz
Helmholtz Munich
Co-author 2
Co-author 3
Co-author 4
Azzurra Ruggeri
iSearch lab - Technical University Munich & Central European University
Co-author 6
Co-author 7
Co-author 8
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