Kim Stachenfeld

8 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (6) CORL (1) ICML (1)

Top co-authors

Tobias Pfaff (3) Tatiana Lopez-Guevara (2) Alvaro Sanchez-Gonzalez (2) Kelsey R Allen (2) Peter Battaglia (2) Yulia Rubanova (2) Thomas Kipf (1) Ishita Dasgupta (1) Nathaniel D. Daw (1) Caswell Barry (1)

Keywords

deep learning (1) physics simulation (1) contact dynamics (1) rigid body dynamics (1) graph network (1)

Papers

Discovering Symbolic Cognitive Models from Human and Animal Behavior ICML 2025

When does compositional structure yield compositional generalization? A kernel theory. ICLR 2025

ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs ICLR 2025

SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour ICLR 2025

Predictive auxiliary objectives in deep RL mimic learning in the brain ICLR 2024

Learning 3D Particle-based Simulators from RGB-D Videos ICLR 2024

Graph network simulators can learn discontinuous, rigid contact dynamics CORL 2022

Learned Simulators for Turbulence ICLR 2022