conftrace_

Kim Stachenfeld

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

Achievements

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🌍 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