Quantum agents in the gym: par a variational quantum algorithm for deep q-learning

HIGHLIGHTS

  • who: Andrea Skolik and colleagues from the (UNIVERSITY) have published the article: Quantum agents in the Gym: par a variational quantum algorithm for deep Q-learning, in the Journal: (JOURNAL)
  • what: None of the models that were run for the continuous state-space environment Cart Pole reach a performance that is considered to be solving the environment according to its original specification , so it remains an open question whether a value-based algorithm that utilizes a PQC as the function approximator can solve this type of learning task. The authors address these questions in form . . .

     

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