Ki-Hyuk Hong

1. An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge
   2022/05/29 by Ki-Hyuk Hong, Hong, Kihyuk, Yuhang Li +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
2. A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning
   2023/06/13 by Ki-Hyuk Hong, Hong, Kihyuk, Yuhang Li +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
   2024/02/07 by Ki-Hyuk Hong, Hong, Kihyuk, Ambuj Tewari +1 · 2 citations
   Computer Science · Engineering · #Elevator Systems and Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Parking Systems Research