Daniel L. Elliott

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 3

Top Topics

Cellular Automaton

Reinforcement Learning

Gradient Boosting

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Mach. Learn. Cybern.

Publications

Daniel L. Elliott, Charles W. Anderson
The Wisdom of the Crowd: Reliable Deep Reinforcement Learning Through Ensembles of Q-Functions. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Nicholas Rasmussen, Daniel L. Elliott, Muntasir Mamun, KC Santosh
Cough Sound Analysis for the Evidence of Covid-19. CVMI (2022)
Daniel L. Elliott, K. C. Santosh, Charles W. Anderson
Gradient boosting in crowd ensembles for Q-learning using weight sharing. Int. J. Mach. Learn. Cybern. 11 (10) (2020)
Charles W. Anderson, Minwoo Lee, Daniel L. Elliott
Faster reinforcement learning after pretraining deep networks to predict state dynamics. IJCNN (2015)
Daniel L. Elliott, Charles W. Anderson
Using supervised training signals of observable state dynamics to speed-up and improve reinforcement learning. ADPRL (2014)
Daniel L. Elliott, Russell E. Valentine
Recurrent Neural Networks for Moisture Content Prediction in Seed Corn Dryer Buildings. ICTAI (2011)
Bruce A. Draper, Daniel L. Elliott, Jeremy Hayes, Kyungim Baek
EM in high-dimensional spaces. IEEE Trans. Syst. Man Cybern. Part B 35 (3) (2005)