Quantum algorithms make clever use of noisy hardware. We’re at a hugely exciting time in quantum computing. I’m still a professor at UCL, and I still have an academic group there, but I find both ...

Arxiv – A survey of applications and end-to-end complexities. (337 pages. Oct 2023) by Researchers at AWS Center for Quantum Computing, Institute for Quantum Information, RWTH Aachen University ...

Working through Algorithm Design and Applications by Goodrich & Tamassia, based on my previous experience with Goodrich & Tamassia's Data Structures and Algorithms books. Algorithm Design and ...

Quantum-enhanced algorithms like the Quantum Approximate Optimization Algorithm (QAOA) can provide solutions to combinatorial problems that are challenging for classical computers. Quantum Data ...

Specialization: Data Science Foundations: Data Structures and Algorithms Instructor: Sriram Sankaranarayanan, Assistant Professor Prior knowledge needed: Mathematical Background: We expect that the ...

Early Q-learning algorithms were unsatisfactory in several aspects and covered a narrow range of applications. It has also been observed that sometimes, this rather powerful algorithm learns ...