Yeong‐Dae Kwon

1. POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
   2020/10/30 by Yeong‐Dae Kwon, Kwon, Yeong-Dae, Jinho Choo +9 · 47 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Reinforcement Learning in Robotics #Transportation and Mobility Innovations
2. Matrix Encoding Networks for Neural Combinatorial Optimization
   2021/06/21 by Yeong‐Dae Kwon, Kwon, Yeong-Dae, Jinho Choo +9 · 9 citations
   Computer Science · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Rough Sets and Fuzzy Logic
3. Efficient Active Search for Combinatorial Optimization Problems
   2021/06/09 by André Hottung, Hottung, André, Yeong‐Dae Kwon +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Optimization and Search Problems #Robotic Path Planning Algorithms
4. SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
   2021/01/16 by Byoungjip Kim, Kim, Byoungjip, Jinho Choo +9 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
5. Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora
   2024/08/23 by Joon Ho Lee, JuYoun Son, Lee, JoonHo +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling