[HTML][HTML] Uncovering instabilities in variational-quantum deep q-networks

M Franz, L Wolf, M Periyasamy, C Ufrecht… - Journal of The Franklin …, 2023 - Elsevier
Abstract Deep Reinforcement Learning (RL) has considerably advanced over the past
decade. At the same time, state-of-the-art RL algorithms require a large computational …

Near-optimal quantum algorithms for string problems

S Akmal, C ** - Proceedings of the 2022 Annual ACM-SIAM …, 2022 - SIAM
We study quantum algorithms for several fundamental string problems, including Longest
Common Substring, Lexicographically Minimal String Rotation, and Longest Square …

Multidimensional quantum walks

S Jeffery, S Zur - Proceedings of the 55th Annual ACM Symposium on …, 2023 - dl.acm.org
While the quantum query complexity of k-distinctness is known to be O (n 3/4− 1/4 (2 k− 1))
for any constant k≥ 4 [Belovs, FOCS 2012], the best previous upper bound on the time …

Quantum Speed-Ups for String Synchronizing Sets, Longest Common Substring, and k-mismatch Matching

C **, J Nogler - ACM Transactions on Algorithms, 2024 - dl.acm.org
Longest common substring (LCS) is an important text processing problem, which has
recently been investigated in the quantum query model. The decision version of this …

Tower: data structures in Quantum superposition

C Yuan, M Carbin - Proceedings of the ACM on Programming …, 2022 - dl.acm.org
Emerging quantum algorithms for problems such as element distinctness, subset sum, and
closest pair demonstrate computational advantages by relying on abstract data structures …

Constant-depth circuits for Uniformly Controlled Gates and Boolean functions with application to quantum memory circuits

J Allcock, J Bao, JF Doriguello, A Luongo… - arxiv preprint arxiv …, 2023 - arxiv.org
We explore the power of the unbounded Fan-Out gate and the Global Tunable gates
generated by Ising-type Hamiltonians in constructing constant-depth quantum circuits, with …

Memory compression with quantum random-access gates

H Buhrman, B Loff, S Patro, F Speelman - arxiv preprint arxiv:2203.05599, 2022 - arxiv.org
In the classical RAM, we have the following useful property. If we have an algorithm that
uses $ M $ memory cells throughout its execution, and in addition is sparse, in the sense …

On the quantum time complexity of divide and conquer

J Allcock, J Bao, A Belovs, T Lee, M Santha - arxiv preprint arxiv …, 2023 - arxiv.org
We initiate a systematic study of the time complexity of quantum divide and conquer
algorithms for classical problems. We establish generic conditions under which search and …

Constant-depth circuits for Boolean functions and quantum memory devices using multi-qubit gates

J Allcock, J Bao, JF Doriguello, A Luongo… - Quantum, 2024 - quantum-journal.org
We explore the power of the unbounded Fan-Out gate and the Global Tunable gates
generated by Ising-type Hamiltonians in constructing constant-depth quantum circuits, with …

Quantum Speedup for Some Geometric 3SUM-Hard Problems and Beyond

JM Keil, F McLeod, D Mondal - arxiv preprint arxiv:2404.04535, 2024 - arxiv.org
The classical 3SUM conjecture states that the class of 3SUM-hard problems does not admit
a truly subquadratic $ O (n^{2-\delta}) $-time algorithm, where $\delta> 0$, in classical …