no code implementations • 19 Apr 2024 • Asmar Muqeet, Shaukat Ali, Tao Yue, Paolo Arcaini
Results show that, compared to the baseline, Q-LEAR achieved a 25% average improvement in error mitigation on both real quantum computers and simulators.
1 code implementation • 28 May 2023 • Zhenya Zhang, Jie An, Paolo Arcaini, Ichiro Hasuo
The classic STL monitoring is performed by computing a robustness interval that specifies, at each instant, how far the monitored signals are from violating and satisfying the specification.
1 code implementation • 6 Mar 2023 • Peter J. Bentley, Soo Ling Lim, Paolo Arcaini, Fuyuki Ishikawa
We also show that when COIL has learned its latent representation, it can optimize 10% faster than the GA, making it a good choice for daily re-optimization of robots where delivery requests for each day are allocated to robots while maintaining safe numbers of robots running at once.
1 code implementation • 30 Aug 2021 • Stefan Klikovits, Paolo Arcaini
Multi-objective optimisation is a popular approach for finding solutions to complex problems with large search spaces that reliably yields good optimisation results.