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Search : "[ keyword: Deep Deterministic Policy Gradient ]" (3)

Design and Implementation of DDPG-based Traffic Distribution Controller for M&S of Intelligent Software Defined Cognitive Radio Network

Cheol-woong Lee Hojin Lee Gyu-min Lee Byungkyu Lee
Vol. 49, No. 8, pp. 1082-1091, Aug. 2024

10.7840/kics.2024.49.8.1082

software defined networking

Cognitive radio network

Deep Deterministic Policy Gradient

Traffic Distribution Controller

modeling and simulation

Autonomous Driving Strategy for Bottleneck Traffic with Prioritized Experience Replay

Chanin Eom Dongsu Lee Minhae Kwon
Vol. 48, No. 6, pp. 690-703, Jun. 2023

10.7840/kics.2023.48.6.690

Autonomous driving system

Bottleneck traffic

Deep Reinforcement Learning

Partially observable Markov decision process

Twin delayed deep deterministic policy gradient

prioritized experience replay

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

Dongsu Lee Minhae Kwon
Vol. 46, No. 10, pp. 1667-1682, Oct. 2021

10.7840/kics.2021.46.10.1667