Sooyoung Jang

16 papers A 1Journal 8Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis. CoRR Daeun Jung, Jaehyeok Jang, Sooyoung Jang, Yu Rang Park
2025	J	`jnl`	pyjevsim: Streamlining simulation workflows using journaling in Python-based discrete event simulation environments. SoftwareX Jaiyun Lee, Gyusik Ham, Sooyoung Jang, Sungjoo Kang, Changbeom Choi
2024	—	`conf`	Analyzing State Space Similarities for Multi-Task Deep Reinforcement Learning in Atari Games. ICTC Sooyoung Jang, Changbeom Choi
2024	J	`jnl`	Efficient deep reinforcement learning under task variations via knowledge transfer for drone control. ICT Express Sooyoung Jang, Hyung-Il Kim
2023	J	`jnl`	Supervised pre-training for improved stability in deep reinforcement learning. ICT Express Sooyoung Jang, Hyung-Il Kim
2022	J	`jnl`	Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. Sensors Sooyoung Jang, Hyung-Il Kim
2022	J	`jnl`	Utilizing Hidden Observations to Enhance the Performance of the Trained Agent. IEEE Robotics Autom. Lett. Sooyoung Jang, Joohyung Lee
2021	J	`jnl`	Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. CoRR Sooyoung Jang, Hyung-Il Kim
2021	J	`jnl`	Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning. CoRR Jongmin Park, Sooyoung Jang, Younghoon Shin
2020	—	`conf`	5G based SmartCity Convergence Service Platform for Data sharing. ICTC Jiyeon Kim, Sooyoung Jang, Deockgu Jee, Eunjin Ko, Seung Han Choi, Mikyong Han
2020	—	`conf`	Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning. ICTC Sooyoung Jang, Noh-sam Park
2020	—	`conf`	Train Throughput Analysis of Distributed Reinforcement Learning. ICTC Sooyoung Jang, Noh-sam Park
2019	—	`conf`	Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning. ICTC Sooyoung Jang, Youngsung Son
2019	A	`conf`	Virtual-to-Real Transfer via Dynamics Models. MobiSys Sooyoung Jang, Youngsung Son
2018	—	`conf`	Combining Reward Shaping and Curriculum Learning for Training Agents with High Dimensional Continuous Action Spaces. ICTC Sooyoung Jang, Mikyong Han
2018	—	`conf`	Optimal MTU Selection for Maximizing Goodput in Wireless Networks. ICTC Sooyoung Jang, Mikyong Han