Lea M. Trenkwalder

According to our database, Lea M. Trenkwalder authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Automated gadget discovery in the quantum domain.

Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel

Mach. Learn. Sci. Technol., September, 2023

Compilation of product-formula Hamiltonian simulation via reinforcement learning.

Lea M. Trenkwalder, Eleanor Scerri, Thomas E. O'Brien, Vedran Dunjko

CoRR, 2023

2022

Operationally meaningful representations of physical systems in neural networks.

Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner

Mach. Learn. Sci. Technol., December, 2022

Automated Gadget Discovery in Science.

Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel

CoRR, 2022

2021

Reinforcement learning for optimization of variational quantum circuit architectures.

Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

On the convergence of projective-simulation-based reinforcement learning in Markov decision processes.

Walter L. Boyajian, Jens Clausen, Lea M. Trenkwalder, Vedran Dunjko, Hans J. Briegel

Quantum Mach. Intell., 2020

2019

A framework for deep energy-based reinforcement learning with quantum speed-up.

Sofiène Jerbi, Hendrik Poulsen Nautrup, Lea M. Trenkwalder, Hans J. Briegel, Vedran Dunjko

CoRR, 2019

Photonic architecture for reinforcement learning.

Fulvio Flamini, Arne Hamann, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Hans J. Briegel

CoRR, 2019