43 citations · 67 across the 3 of their papers we have counts for
7 papers
Machine learning \& artificial intelligence in the quantum domain
Vedran Dunjko, Hans J. Briegel
Quantum information technologies, and intelligent learning systems, are both emergent technologies that will likely have a transforming impact on our society. The respective underl…
Skill Learning by Autonomous Robotic Playing using Active Learning and Creativity
Simon Hangl, Vedran Dunjko, Hans J. Briegel +1
We treat the problem of autonomous acquisition of manipulation skills where problem-solving strategies are initially available only for a narrow range of situations. We propose to…
Long-range big quantum-data transmission
M. Zwerger, A. Pirker, V. Dunjko +2
We introduce an alternative type of quantum repeater for long-range quantum communication with improved scaling with the distance. We show that by employing hashing, a deterministi…
Blind quantum computing with two almost identical states
Vedran Dunjko, Elham Kashefi
The question of whether a fully classical client can delegate a quantum computation to an untrusted quantum server while fully maintaining privacy (blindness) is one of the big ope…
Meta-learning within Projective Simulation
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko +1
Learning models of artificial intelligence can nowadays perform very well on a large variety of tasks. However, in practice different task environments are best handled by differen…
On optimising quantum communication in verifiable quantum computing
Theodoros Kapourniotis, Vedran Dunjko, Elham Kashefi
In the absence of any efficient classical schemes for verifying a universal quantum computer, the importance of limiting the required quantum resources for this task has been highl…