Quantum Speedup for Active Learning Agents

Can quantum mechanics help us build intelligent learning agents? A defining signature of intelligent behavior is the capacity to learn from experience. However, a major bottleneck for agents to learn in real-life situations is the size and complexity of the corresponding task environment. Even in a...

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Bibliographic Details
Main Authors: Giuseppe Davide Paparo, Vedran Dunjko, Adi Makmal, Miguel Angel Martin-Delgado, Hans J. Briegel
Format: Article
Language:English
Published: American Physical Society 2014-07-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.4.031002