65 citations · 192 across the 18 of their papers we have counts for
5 papers · 1 filter
QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography
Aritra Sarkar, Zaid Al-Ars, Harshitta Gandhi +1
In this research, we extend the universal reinforcement learning (URL) agent models of artificial general intelligence to quantum environments. The utility function of a classical…
QKSA: Quantum Knowledge Seeking Agent
Aritra Sarkar
In this article we present the motivation and the core thesis towards the implementation of a Quantum Knowledge Seeking Agent (QKSA). QKSA is a general reinforcement learning agent…
Quantum Computing -- A new scientific revolution in the making
Koen Bertels, Emma Turki, Tamara Sarac +2
Given the impending timeline of developing good-quality quantum processing units, it is time to rethink the approach to advance quantum computing research. Rather than waiting for…
Quantum Accelerator Stack: A Research Roadmap
K. Bertels, A. Sarkar, A. Krol +7
This paper presents the definition and implementation of a quantum computer architecture to enable creating a new computational device - a quantum computer as an accelerator In thi…
Efficient decomposition of unitary matrices in quantum circuit compilers
A. M. Krol, A. Sarkar, I. Ashraf +2
Unitary decomposition is a widely used method to map quantum algorithms to an arbitrary set of quantum gates. Efficient implementation of this decomposition allows for translation…