Vedran Dunjko

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

ICLR (2) NIPS (2) ICML (1)

Top co-authors

Casper Gyurik (3) Mateusz Ostaszewski (2) Simon Marshall (1) Hans Briegel (1) Yash J. Patel (1) Adrian Perez-Salinas (1) Xavier Bonet-Monroig (1) Eleanor Scerri (1) Sofiene Jerbi (1) Elies Gil-Fuster (1)

Keywords

reinforcement learning (2) curriculum learning (1) policy learning (1) quantum computing (1) ground state energy (1) parametrized quantum circuit (1) circuit optimization (1) quantum circuit (1) variational quantum eigensolver (1) hybrid quantum-classical model (1)

Papers

On the Relation between Trainability and Dequantization of Variational Quantum Learning Models ICLR 2025

Limitations of measure-first protocols in quantum machine learning ICML 2025

Curriculum reinforcement learning for quantum architecture search under hardware errors ICLR 2024

Reinforcement learning for optimization of variational quantum circuit architectures NIPS 2021

Parametrized Quantum Policies for Reinforcement Learning NIPS 2021