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Owen Lockwood
Owen Lockwood
Extropic
Verified email at extropic.ai
Title
Cited by
Cited by
Year
Tensorflow quantum: A software framework for quantum machine learning
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
3812020
Reinforcement learning with quantum variational circuit
O Lockwood, M Si
Proceedings of the AAAI conference on artificial intelligence and …, 2020
1132020
A review of uncertainty for deep reinforcement learning
O Lockwood, M Si
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2022
352022
Playing atari with hybrid quantum-classical reinforcement learning
O Lockwood, M Si
NeurIPS 2020 workshop on pre-registration in machine learning, 285-301, 2021
222021
An empirical review of optimization techniques for quantum variational circuits
O Lockwood
arXiv preprint arXiv:2202.01389, 2022
102022
QuantumCircuitOpt: An open-source framework for provably optimal quantum circuit design
H Nagarajan, O Lockwood, C Coffrin
2021 IEEE/ACM Second International Workshop on Quantum Computing Software …, 2021
102021
Optimizing quantum variational circuits with deep reinforcement learning
O Lockwood
arXiv preprint arXiv:2109.03188, 2021
32021
Quantum Dynamical Hamiltonian Monte Carlo
O Lockwood, P Weiss, F Aronshtein, G Verdon
arXiv preprint arXiv:2403.01775, 2024
2024
In Defense of the Paper
O Lockwood
arXiv preprint arXiv:2104.08359, 2021
2021
Replicating Softmax Deep Double Deterministic Policy Gradients
O Lockwood, M Qian
2021
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