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Irtaza Khalid
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Statistically characterizing robustness and fidelity of quantum controls and quantum control algorithms
I Khalid, CA Weidner, EA Jonckheere, SG Shermer, FC Langbein
Physical Review A 107 (3), 032606, 2023
162023
Reinforcement learning vs. gradient-based optimisation for robust energy landscape control of spin-1/2 quantum networks
I Khalid, CA Weidner, EA Jonckheere, SG Schirmer, FC Langbein
2021 60th IEEE Conference on Decision and Control (CDC), 4133-4139, 2021
112021
Sample-efficient model-based reinforcement learning for quantum control
I Khalid, CA Weidner, EA Jonckheere, SG Schirmer, FC Langbein
Physical Review Research 5 (4), 043002, 2023
102023
Analyzing and unifying robustness measures for excitation transfer control in spin networks
I Khalid*, SP O’Neil*, AA Rompokos, CA Weidner, FC Langbein, ...
IEEE Control Systems Letters, 2023
52023
STaR: Benchmarking Spatio-Temporal Reasoning for systematic generalization
I Khalid, S Schockaert
The First Workshop on System-2 Reasoning at Scale, NeurIPS'24, 2024
2024
Systematic Reasoning About Relational Domains With Graph Neural Networks
I Khalid, S Schockaert
arXiv preprint arXiv:2407.17396, 2024
2024
Machine learning methods for robust quantum optimal control
I Khalid
Cardiff University, 2024
2024
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