Resource-Efficient Sensor Data Management for Autonomous Systems Using Deep Reinforcement Learning. - Seunghwan Jeong; Gwangpyo Yoo; Minjong Yoo; Ikjun Yeom; Honguk Woo (Sensors, 2019)

rocorl: Transferable Reinforcement Learning-Based Robust Control for Cyber-Physical Systems With Limited Data Updates. - Gwangpyo Yoo; Minjong Yoo; Ikjun Yeom; Honguk Woo (IEEE Access, 2020)

Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments. - Honguk Woo; Gwangpyo Yoo; Minjong Yoo (AAAI, 2022)

Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures. - Gwangpyo Yoo; Jinwoo Park; Honguk Woo (AAAI, 2024)

Model Risk-sensitive Offline Reinforcement Learning. - Gwangpyo Yoo; Honguk Woo (ICLR, 2025)