Probabilistic Approach for Road-Users Detection

no code implementations • 2 Dec 2021 • G. Melotti, W. Lu, P. Conde, D. Zhao, A. Asvadi, N. Gonçalves, C. Premebida

It is demonstrated that the proposed technique reduces overconfidence in the false positives without degrading the performance on the true positives.

Autonomous Driving Object +2

Non-iterative Optimization Algorithm for Active Distribution Grids Considering Uncertainty of Feeder Parameters

no code implementations • 9 May 2021 • J. Wu, M. Liu, W. Lu, K. Xie, M. Xie

To cope with fast-fluctuating distributed energy resources (DERs) and uncontrolled loads, this paper formulates a time-varying optimization problem for distribution grids with DERs and develops a novel non-iterative algorithm to track the optimal solutions.

Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings

1 code implementation • 13 Jan 2020 • C. Shi, S. Zhang, W. Lu, R. Song

We propose to model the action-value state function (Q-function) associated with a policy based on series/sieve method to derive its confidence interval.

Decision Making reinforcement-learning +1

Observation of Coherent Elastic Neutrino-Nucleus Scattering

1 code implementation • 3 Aug 2017 • D. Akimov, J. B. Albert, P. An, C. Awe, P. S. Barbeau, B. Becker, V. Belov, A. Brown, A. Bolozdynya, B. Cabrera-Palmer, M. Cervantes, J. I. Collar, R. J. Cooper, R. L. Cooper, C. Cuesta, D. J. Dean, J. A. Detwiler, A. Eberhardt, Y. Efremenko, S. R. Elliott, E. M. Erkela, L. Fabris, M. Febbraro, N. E. Fields, W. Fox, Z. Fu, A. Galindo-Uribarri, M. P. Green, M. Hai, M. R. Heath, S. Hedges, D. Hornback, T. W. Hossbach, E. B. Iverson, L. J. Kaufman, S. Ki, S. R. Klein, A. Khromov, A. Konovalov, M. Kremer, A. Kumpan, C. Leadbetter, L. Li, W. Lu, K. Mann, D. M. Markoff, K. Miller, H. Moreno, P. E. Mueller, J. Newby, J. L. Orrell, C. T. Overman, D. S. Parno, S. Penttila, G. Perumpilly, H. Ray, J. Raybern, D. Reyna, G. C. Rich, D. Rimal, D. Rudik, K. Scholberg, B. J. Scholz, G. Sinev, W. M. Snow, V. Sosnovtsev, A. Shakirov, S. Suchyta, B. Suh, R. Tayloe, R. T. Thornton, I. Tolstukhin, J. Vanderwerp, R. L. Varner, C. J. Virtue, Z. Wan, J. Yoo, C. -H. Yu, A. Zawada, J. Zettlemoyer, A. M. Zderic

The coherent elastic scattering of neutrinos off nuclei has eluded detection for four decades, even though its predicted cross-section is the largest by far of all low-energy neutrino couplings.

Nuclear Experiment High Energy Physics - Experiment High Energy Physics - Phenomenology Nuclear Theory