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Pareto-optimal cycles for power, efficiency and fluctuations of quantum heat engines using reinforcement learning

Paolo A. Erdman1, Alberto Rolandi2, Paolo Abiuso3, Martí Perarnau-Llobet2,*, and Frank Noé6,1,4,5,†

  • 1Department of Mathematics and Computer Science, Freie Universität Berlin, Arnimallee 6, 14195 Berlin, Germany
  • 2Department of Applied Physics, University of Geneva, 1211 Geneva, Switzerland
  • 3ICFO Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels (Barcelona), Spain
  • 4Department of Physics, Freie Universität Berlin, Arnimallee 6, 14195 Berlin, Germany
  • 5Department of Chemistry, Rice University, Houston, Texas 77005, USA
  • 6Microsoft Research AI4Science, Karl-Liebknecht Str. 32, 10178 Berlin, Germany

  • *marti.perarnaullobet@unige.ch
  • †frank.noe@fu-berlin.de

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