Lee, Joongkyu

1. Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
   2024/05/16 by Joongkyu Lee, Min-hwan Oh, Lee, Joongkyu +1 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Smart Grid Energy Management
2. Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
   2024/05/30 by W Cho, Cho, Wooseong, Taehyun Hwang +5 · 3 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
3. Learning Uncertainty-Aware Temporally-Extended Actions
   2024/02/08 by J. Lee, Seung Joon Park, Lee, Joongkyu +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Improved Online Confidence Bounds for Multinomial Logistic Bandits
   2025/02/14 by Lee, Joongkyu, Oh, Min-hwan · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Demystifying Linear MDPs and Novel Dynamics Aggregation Framework
   2024/10/31 by Lee, Joongkyu, Oh, Min-hwan · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)