Dengpeng Xing

1. Explainable Reinforcement Learning via a Causal World Model
   2023/05/04 by Zhongwei Yu, Jingqing Ruan, Yu, Zhongwei +3 · 7 citations
   Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
   2022/01/17 by Jingqing Ruan, Ruan, Jingqing, Yali Du +15 · 4 citations
   Engineering · Computer Science · #Evacuation and Crowd Dynamics #Autonomous Vehicle Technology and Safety #Reinforcement Learning in Robotics
3. Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs
   2023/07/22 by Qingyang Zhang, Yiming Yang, Zhang, Qingyang +9 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
4. Learning Causal Dynamics Models in Object-Oriented Environments
   2024/05/21 by Zhongwei Yu, Jingqing Ruan, Yu, Zhongwei +3 · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies