1 code implementation • IEEE Transactions on Vehicular Technology 2022 • Joash Lee, Yanyu Cheng, Dusit Niyato, Yong Liang Guan, David González G.
In this paper, we propose a framework for intelligent vehicles to conduct JRC, with minimal prior knowledge of the system model and a tunable performance balance, in an environment where surrounding vehicles execute radar detection periodically, which is typical in contemporary protocols.
1 code implementation • IEEE Wireless Communications and Networking Conference (WCNC) 2022 • Joash Lee, Yanyu Cheng, Dusit Niyato, Yong Liang Guan, G David González
In addition, experimental results show that the trained deep reinforcement learning agents are robust to changes in the number of vehicles in the environment.
no code implementations • 5 May 2020 • Joash Lee, Wenbo Wang, Dusit Niyato
Each household is a decentralized agent with partial observability, which allows scalability and privacy-preservation in a realistic setting.