Yunpeng Qing
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
2023/05/27 by Yihe Zhou, Shunyu Liu, Zhou, Yihe +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
2022/11/12 by Yunpeng Qing, Qing, Yunpeng, Shunyu Liu +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Powerformer: A Section-adaptive Transformer for Power Flow Adjustment
2024/01/05 by Kaixuan Chen, Chen, Kaixuan, Wei Luo +15 · 4 citations
Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Power System Optimization and Stability #Power Systems and Technologies #Systems and Control (eess.SY) #electronic engineering #information engineering
- A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
2024/03/12 by Yunpeng Qing, Shunyu Liu, Qing, Yunpeng +9 · 4 citations
Business, Management and Accounting · Engineering · #Supply Chain and Inventory Management #Elevator Systems and Control
- Curricular Subgoals for Inverse Reinforcement Learning
2023/06/14 by Shunyu Liu, Liu, Shunyu, Yunpeng Qing +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics