Optimizing Quantum Error Correction Codes with Reinforcement Learning

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

  2025 Physical Review X article Computer Science Quantum Computing Algorithms and Architecture Open access

  5

  citations
• Data-driven decoding of quantum error correcting codes using graph neural networks

  2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  21

  citations
• The quantum cartpole: A benchmark environment for non-linear reinforcement learning

  2024 SciPost Physics Core article Computer Science Quantum Computing Algorithms and Architecture Open access

  0

  citations
• Certificates of quantum many-body properties assisted by machine learning

  2023 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

  9

  citations
• Experimental quantum speed-up in reinforcement learning agents

  2021 Nature article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 4 patents

  174

  citations
• Quantum Enhancements for Deep Reinforcement Learning in Large Spaces

  2021 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  53

  citations
• On the convergence of projective-simulation–based reinforcement learning in Markov decision processes

  2020 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

  16

  citations

7 results