Reinforcement learning using quantum Boltzmann machines D Crawford, A Levit, N Ghadermarzy, JS Oberoi, P Ronagh arXiv preprint arXiv:1612.05695, 2016 | 125 | 2016 |
Method and system for improving a policy for a stochastic control problem D Crawford, P Ronagh, A Levit US Patent 11,017,289, 2021 | 32 | 2021 |
Free energy-based reinforcement learning using a quantum processor A Levit, D Crawford, N Ghadermarzy, JS Oberoi, E Zahedinejad, ... arXiv preprint arXiv:1706.00074, 2017 | 29 | 2017 |
Analog-quantum feature mapping for machine-learning applications M Noori, SS Vedaie, I Singh, D Crawford, JS Oberoi, BC Sanders, ... Physical Review Applied, 2020 | 16 | 2020 |
Quantum processor and its use for implementing a neural network P Ronagh, A Levit, D Crawford US Patent 10,229,355, 2019 | 14 | 2019 |
Method and system for identifying at least one community in a dataset comprising a plurality of elements JS Oberoi, S Mukherjee, C Adolphs, E Zahedinejad, DJ Crawford US Patent App. 17/254,661, 2021 | 9 | 2021 |
Method for estimating the thermodynamic properties of a quantum Ising model with transverse field P Ronagh, A Levit, E Zahedinejad, D Crawford US Patent 10,929,576, 2021 | 6 | 2021 |
Multi-community detection in signed graphs using quantum hardware E Zahedinejad, D Crawford, C Adolphs, JS Oberoi arXiv preprint arXiv:1901.04873, 2019 | 4 | 2019 |
Multiple global community detection in signed graphs E Zahedinejad, D Crawford, C Adolphs, JS Oberoi Proceedings of the Future Technologies Conference (FTC) 2019: Volume 1, 688-707, 2020 | 3 | 2020 |
Adiabatic quantum kitchen sinks for learning kernels using randomized features M Noori, SS Vedaie, I Singh, D Crawford, JS Oberoi, BC Sanders, ... arXiv preprint arXiv:1909.08131, 2019 | 2 | 2019 |
Free Energy-Based Reinforcement Learning Using Quantum Monte Carlo and Quantum Annealing P Ronagh, A Levit, D Crawford, N Ghadermarzy, J Oberoi, E Zahedinejad APS March Meeting Abstracts 2018, P34. 010, 2018 | 2 | 2018 |
Method and system for mapping a dataset from a Hilbert space of a given dimension to a Hilbert space of a different dimension SS Vedaie, E Zahedinejad, R Ghobadi, DJ Crawford, JS Oberoi, I Singh, ... US Patent 11,947,506, 2024 | | 2024 |
Reinforcement Learning via Replica Stacking of Quantum Measurements for the Training of Quantum Boltzmann Machines A Levit, D Crawford, N Ghadermarzy, JS Oberoi, E Zahedinejad, ... | | 2018 |
Reinforcement Learning via Boltzmann Machines Implemented on Quantum Annealers A Levit, D Crawford, P Ronagh, J Oberoi, N Ghadermarzy AGU Fall Meeting Abstracts 2016, IN11D-1644, 2016 | | 2016 |
Monotone optimal policies in portfolio liquidation problems D Crawford, V Krishnamurthy 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | | 2015 |
Monotone optimal policies for quasivariational inequalities arising in optimal portfolio liquidation DJ Crawford University of British Columbia, 2014 | | 2014 |
Quantum Reinforcement Learning D Crawford, A Levit, N Ghadermarzy, JS Oberoi, P Ronagh | | |