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20232026
most citedSimultaneous Discovery of Quantum Error Correction Codes and Encoders with a Noise-Aware Reinforcement Learning Agent

19 citations · 50 across the 10 of their papers we have counts for

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8 papers · 1 filter

quant-ph2026

Unitary fault-tolerant encoding of Pauli states in surface codes

Luis Colmenarez, Remmy Zen, Jan Olle +2

In fault-tolerant quantum computation, the preparation of logical states is a ubiquitous subroutine, yet significant challenges persist even for the simplest states required. In th…

quant-ph2025

Reusability Report: Optimizing T-count in General Quantum Circuits with AlphaTensor-Quantum

Remmy Zen, Maximilian Nägele, Florian Marquardt

Quantum computing has the potential to solve problems that are intractable for classical computers, with possible applications in areas such as drug discovery and high-energy physi…

quant-ph2025

Automated Discovery of Gadgets in Quantum Circuits for Efficient Reinforcement Learning

Oleg M. Yevtushenko, Florian Marquardt

Reinforcement learning (RL) has proven itself as a powerful tool for the discovery of quantum circuits and quantum protocols. We have recently shown that including composite quantu…

quant-ph2025★ 1 cited

Scaling the Automated Discovery of Quantum Circuits via Reinforcement Learning with Gadgets

Jan Olle, Oleg M. Yevtushenko, Florian Marquardt

Reinforcement Learning (RL) has established itself as a powerful tool for designing quantum circuits, which are essential for processing quantum information. RL applications have t…

quant-ph2024★ 5 cited

Quantum Circuit Discovery for Fault-Tolerant Logical State Preparation with Reinforcement Learning

Remmy Zen, Jan Olle, Luis Colmenarez +3

The realization of large-scale quantum computers requires not only quantum error correction (QEC) but also fault-tolerant operations to handle errors that propagate into harmful er…

quant-ph2023★ 14 cited

Non-Markovian feedback for optimized quantum error correction

Matteo Puviani, Sangkha Borah, Remmy Zen +2

Bosonic codes allow the encoding of a logical qubit in a single component device, utilizing the infinitely large Hilbert space of a harmonic oscillator. In particular, the Gottesma…