Sooyoung Jang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Empirical Evaluation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Sooyoung Jang, Hyung-Il Kim
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control. ICT Express 10 (3) (2024)
Sooyoung Jang, Hyung-Il Kim
Supervised pre-training for improved stability in deep reinforcement learning. ICT Express 9 (1) (2023)
Sooyoung Jang, Joohyung Lee
Utilizing Hidden Observations to Enhance the Performance of the Trained Agent. IEEE Robotics Autom. Lett. 7 (3) (2022)
Sooyoung Jang, Hyung-Il Kim
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. Sensors 22 (15) (2022)
Jongmin Park, Sooyoung Jang, Younghoon Shin
Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning. CoRR (2021)
Sooyoung Jang, Hyung-Il Kim
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning. CoRR (2021)
Sooyoung Jang, Noh-Sam Park
Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning. ICTC (2020)
Jiyeon Kim, Sooyoung Jang, Deockgu Jee, Eunjin Ko, Seung Han Choi, Mikyong Han
5G based SmartCity Convergence Service Platform for Data sharing. ICTC (2020)
Sooyoung Jang, Noh-Sam Park
Train Throughput Analysis of Distributed Reinforcement Learning. ICTC (2020)
Sooyoung Jang, Youngsung Son
Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning. ICTC (2019)
Sooyoung Jang, Youngsung Son
Virtual-to-Real Transfer via Dynamics Models. MobiSys (2019)
Sooyoung Jang, Mikyong Han
Optimal MTU Selection for Maximizing Goodput in Wireless Networks. ICTC (2018)
Sooyoung Jang, Mikyong Han
Combining Reward Shaping and Curriculum Learning for Training Agents with High Dimensional Continuous Action Spaces. ICTC (2018)