Target tracking control of UAV through deep reinforcement learning
B Ma, Z Liu, W Zhao, J Yuan, H Long… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This study presents an innovative reinforcement-learning-based control algorithm for a
vertical take-off and landing (VTOL) aircraft under wind disturbances. In our approach, the …
vertical take-off and landing (VTOL) aircraft under wind disturbances. In our approach, the …
Quantum computing for software engineering: Prospects
A Miranskyy, M Khan, JPL Faye… - Proceedings of the 1st …, 2022 - dl.acm.org
Quantum computers (QCs) are maturing. When QCs are powerful enough, they may be able
to handle problems in chemistry, physics, and finance that are not classically solvable …
to handle problems in chemistry, physics, and finance that are not classically solvable …
A novel quantum algorithm for converting between one-hot and binary encodings
B Chen, H Wu, H Yuan, L Wu, X Li - Quantum Information Processing, 2024 - Springer
In the domain of quantum computing, two widely employed techniques for encoding a
normalized vector of length N, denoted as {α i}, are one-hot encoding and binary encoding …
normalized vector of length N, denoted as {α i}, are one-hot encoding and binary encoding …
Comparing Algorithms for Loading Classical Datasets into Quantum Memory
A Miranskyy, M Khan, U Mendes - arXiv preprint arXiv:2407.15745, 2024 - arxiv.org
Quantum computers are gaining importance in various applications like quantum machine
learning and quantum signal processing. These applications face significant challenges in …
learning and quantum signal processing. These applications face significant challenges in …
Shallow Quantum Circuit Implementation of Symmetric Functions with Limited Ancillary Qubits
In quantum computation, optimizing depth and number of ancillary qubits in quantum circuits
is crucial due to constraints imposed by current quantum devices. This paper presents an …
is crucial due to constraints imposed by current quantum devices. This paper presents an …
Mirror modular cloning and fast quantum associative retrieval
MC Diamantini, CA Trugenberger - arXiv preprint arXiv:2206.01644, 2022 - arxiv.org
We show that a quantum state can be perfectly cloned up to global mirroring with a unitary
transformation that depends on one single parameter. We then show that this is equivalent …
transformation that depends on one single parameter. We then show that this is equivalent …
Tic-tac-toe prediction based on machine learning methods
T Wu, C Yu - 2022 5th International Conference on Advanced …, 2022 - ieeexplore.ieee.org
With the development of artificial intelligence (AI) in modern society, more and more
research findings related to AI are being discovered. Machine learning allows for automation …
research findings related to AI are being discovered. Machine learning allows for automation …