Zhang, Zizhen

1. A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems
   2020/02/09 by Bo Peng, Jiahai Wang, Peng, Bo +3 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Vehicle Routing Optimization Methods
2. Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
   2023/10/22 by Jinbiao Chen, Chen, Jinbiao, Jiahai Wang +9 · 7 citations
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Vehicle Routing Optimization Methods
3. Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems
   2021/05/06 by Zhang, Zizhen, Wu, Zhiyuan, Zhang, Hang +1 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
4. MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
   2020/02/13 by Wu, Hong, Wang, Jiahai, Zhang, Zizhen · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
5. Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
   2023/10/22 by Jinbiao Chen, Chen, Jinbiao, Zizhen Zhang +11 · 4 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Resource-Constrained Project Scheduling
6. BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
   2025/03/10 by Zijun Liao, Jinbiao Chen, Liao, Zijun +7 · 4 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
7. MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization
   2021/07/16 by Zhang, Yongxin, Wang, Jiahai, Zhang, Zizhen +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
8. UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization
   2025/11/13 by Fang, Zhanhong, Wang, Debing, Chen, Jinbiao +2 · 2 citations
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)