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ORCIDSooyoung Jang
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2020 – today
- 2024
[j6]Sooyoung Jang
, Hyung-Il Kim:
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control. ICT Express 10(3): 576-582 (2024)- 2023
- [j5]Sooyoung Jang, Hyung-Il Kim:
Supervised pre-training for improved stability in deep reinforcement learning. ICT Express 9(1): 51-56 (2023) - 2022
- [j4]Sooyoung Jang, Joohyung Lee:
Utilizing Hidden Observations to Enhance the Performance of the Trained Agent. IEEE Robotics Autom. Lett. 7(3): 7858-7864 (2022) - [j3]Sooyoung Jang, Hyung-Il Kim:
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. Sensors 22(15): 5845 (2022) - 2021
- [i2]Jongmin Park, Sooyoung Jang, Younghoon Shin:
Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning. CoRR abs/2108.09986 (2021) - [i1]Sooyoung Jang, Hyung-Il Kim:
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. CoRR abs/2108.10533 (2021) - 2020
- [c8]Sooyoung Jang, Noh-Sam Park:
Train Throughput Analysis of Distributed Reinforcement Learning. ICTC 2020: 1189-1192 - [c7]Sooyoung Jang, Noh-Sam Park:
Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning. ICTC 2020: 1212-1215 - [c6]Jiyeon Kim, Sooyoung Jang, Deockgu Jee, Eunjin Ko, Seung Han Choi, Mikyong Han:
5G based SmartCity Convergence Service Platform for Data sharing. ICTC 2020: 1522-1524
2010 – 2019
- 2019
- [c5]Sooyoung Jang, Youngsung Son:
Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning. ICTC 2019: 1140-1142 - [c4]Sooyoung Jang, Youngsung Son:
Virtual-to-Real Transfer via Dynamics Models. MobiSys 2019: 516-517 - 2018
- [c3]Sooyoung Jang, Mikyong Han:
Combining Reward Shaping and Curriculum Learning for Training Agents with High Dimensional Continuous Action Spaces. ICTC 2018: 1391-1393 - [c2]Sooyoung Jang, Mikyong Han:
Optimal MTU Selection for Maximizing Goodput in Wireless Networks. ICTC 2018: 1525-1527 - 2017
- [j2]Soo-young Jang, Chae Y. Lee:
Batching with Reneging and AMC for VoD Streaming Service over Wireless Networks. Wirel. Pers. Commun. 97(3): 4211-4227 (2017) - 2012
- [c1]Soo-young Jang, Chae Y. Lee:
VoD streaming service scheduling to minimize the distortion. WCSP 2012: 1-5 - 2011
- [j1]Soo-young Jang, Chae Y. Lee:
Multipath selection and channel assignment in wireless mesh networks. Wirel. Networks 17(4): 1001-1014 (2011)
Coauthor Index
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