Timothy M. Hackett

Multiobjective Reinforcement Learning for Cognitive Satellite Communications Using Deep Neural Network Ensembles

Paulo Victor R. Ferreira, Randy Paffenroth, Alexander M. Wyglinski et al. · IEEE Journal on Selected Areas in Communications · 2018 · 138 citations

Reinforcement Learning for Satellite Communications: From LEO to Deep Space Operations

Paulo Victor R. Ferreira, Randy Paffenroth, Alexander M. Wyglinski et al. · IEEE Communications Magazine · 2019 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +20

Multi-objective reinforcement learning-based deep neural networks for cognitive space communications

Paulo Victor R. Ferreira, Randy Paffenroth, Alexander M. Wyglinski et al. · 2017 · 52 citations · Full text

Artificial Intelligence, Wireless Communications, Engineering +16

Multi-Objective Reinforcement Learning for Cognitive Radio--Based Satellite Communications

Paulo Victor R. Ferreira, Randy Paffenroth, Alexander M. Wyglinski et al. · 2016 · 14 citations · Full text

Dynamic Spectrum Management, Cognitive Radio Resource Management, Engineering +10

Implementation and On-Orbit Testing Results of a Space Communications Cognitive Engine

Timothy M. Hackett, Sven G. Bilén, Paulo Victor R. Ferreira et al. · IEEE Transactions on Cognitive Communications and Networking · 2018 · 14 citations

Engineering, Cognitive Algorithms, Intelligent Systems +16