Jinho Choo

1. POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
   2020/10/30 by Yeong‐Dae Kwon, Jinho Choo, Kwon, Yeong-Dae +9 · 50 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 · 10 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. Simulation-guided Beam Search for Neural Combinatorial Optimization
   2022/07/13 by Jinho Choo, Choo, Jinho, Y. Kwon +11 · 9 citations
   Computer Science · #Advanced Neural Network Applications #Metaheuristic Optimization Algorithms Research #Machine Learning and 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