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A Study on Highway Driving Decision Making with Hybrid Action for Autonomous Vehicles Using Deep Reinforcement Learning
Seongjun Kim Kyu-min Shin Jun-seo Jeon Ji-yoon Bang Junyoung Kim
Soyi Jung
Vol. 49, No. 12, pp. 1671-1684, Dec. 2024
10.7840/kics.2024.49.12.1671
Soyi Jung
Vol. 49, No. 12, pp. 1671-1684, Dec. 2024
10.7840/kics.2024.49.12.1671
A Study on Interference Management and Resource Allocation Optimization Using Reinforcement Learning
Hierarchical Reinforcement Learning-Based Delay-Sensitive Video Delivery in Vehicular Networks
Yunoh Kim Tiange Xiang Yeongjin Kim Minseok Choi
Vol. 49, No. 8, pp. 1110-1117, Aug. 2024
10.7840/kics.2024.49.8.1110
Vol. 49, No. 8, pp. 1110-1117, Aug. 2024
10.7840/kics.2024.49.8.1110
RL-Based Load Balancing for Edge Server Based Vehicular Offloading System
The Impact of Dataset on Offline Reinforcement Learning of Multiple UAVs for Flying Ad-hoc Network Formation
Implementation of Digital Virtual Environment Model Considering Obstacles and Traffic Lights, and Research on Multi-Lane Autonomous Driving Based on Deep Reinforcement Learning
Directional Autonomous Torpedo Maneuver Control Using Reinforcement Learning
Emily Jimin Roh Hyunsoo Lee Soohyun Park Joongheon Kim Keonhyung Kim
Seunghwan Kim
Vol. 49, No. 5, pp. 752-761, May 2024
10.7840/kics.2024.49.5.752
Seunghwan Kim
Vol. 49, No. 5, pp. 752-761, May 2024
10.7840/kics.2024.49.5.752
Performance Evaluation of DQN-Based Congestion Control Algorithm for TCP
Reinforcement Learning-Based Counter Measure Tactics to Avoid Torpedo Threat
Jaehyun Chung Gyu Seon Kim Soohyun Park Joongheon Kim Wonhyuk Yun
Vol. 49, No. 3, pp. 333-345, Mar. 2024
10.7840/kics.2024.49.3.333
Vol. 49, No. 3, pp. 333-345, Mar. 2024
10.7840/kics.2024.49.3.333
pISSN : 1226 - 4717
eISSN : 2287 - 3880