Artificial intelligence, learning and quantum mechanics (Dr. V. Dunjko)

  • Datum: 15.03.2016
  • Uhrzeit: 11:30 - 13:00
  • Vortragende(r): Dr. Vedran Dunjko, University of Innsbruck, Austria
  • Raum: Herbert Walther Lecture Hall
  • Gastgeber: MPQ, Theory Division
In the last few years there has been an increasing interest in the potential of quantum improvements in machine learning (ML) and artificial intelligence (AI).

In this talk, I will present an overview of some of the recent results in this field, but also in the `dual’ discipline, which focuses on the utility of ML/AI techniques when applied to quantum mechanics problems. Following this, I will focus on the research of our group in Innsbruck, which addresses both sides of this coin, primarily through the study of the physics-oriented Projective Simulation model for AI. In the end, I will introduce some of our most recent results which concern provable quantum improvements in learning from quantum-accessible task environments.

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