Ziyang Lu

A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Chen Zhong, Ziyang Lu, M. Cenk Gursoy et al. · IEEE Transactions on Cognitive Communications and Networking · 2019 · 114 citations

Artificial Intelligence, Engineering, Machine Learning +17

Dynamic Channel Access and Power Control in Wireless Interference Networks via Multi-Agent Deep Reinforcement Learning

Ziyang Lu, Chen Zhong, M. Cenk Gursoy · IEEE Transactions on Vehicular Technology · 2021 · 51 citations

Dynamic Spectrum Management, Multi-agent Drl Algorithm, Engineering +12

Vehicle trajectory prediction considering aleatoric uncertainty

Hongyu Hu, Qi Wang, Laigang Du et al. · Knowledge-Based Systems · 2022 · 37 citations

Vehicle Trajectory Prediction, Trajectory Planning, Engineering +4

ACTOR-CRITIC DEEP REINFORCEMENT LEARNING FOR DYNAMIC MULTICHANNEL ACCESS

Chen Zhong, Ziyang Lu, M. Cenk Gursoy et al. · 2018 · 34 citations

Artificial Intelligence, Engineering, Machine Learning +12

Dynamic Channel Access and Power Control via Deep Reinforcement Learning

Ziyang Lu, M. Cenk Gursoy · 2019 · 17 citations

Dynamic Spectrum Management, Control Strategy, Engineering +13