Yuhao Ding

1. Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization
   2021/10/19 by Yuhao Ding, Junzi Zhang, Ding, Yuhao +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
2. On the Global Optimum Convergence of Momentum-based Policy Gradient
   2021/10/19 by Yuhao Ding, Ding, Yuhao, Junzi Zhang +3 · 3 citations
   Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
3. Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
   2024/05/02 by Shangding Gu, Bilgehan Sel, Gu, Shangding +11 · 5 citations
   Engineering · Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Safety Systems Engineering in Autonomy
4. Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning
   2024/05/26 by Shangding Gu, Bilgehan Sel, Gu, Shangding +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
   2024/05/31 by Shangding Gu, Laixi Shi, Gu, Shangding +11 · 4 citations
   Computer Science · #Reinforcement Learning in Robotics #Anomaly Detection Techniques and Applications
6. Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
   2023/05/27 by Donghao Ying, Yunkai Zhang, Ying, Donghao +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Viral Infectious Diseases and Gene Expression in Insects
7. A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization
   2021/10/17 by Donghao Ying, Ying, Donghao, Yuhao Ding +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Risk and Portfolio Optimization
8. Tempo Adaptation in Non-stationary Reinforcement Learning
   2023/09/26 by Hyunin Lee, Yuhao Ding, Lee, Hyunin +9 · 1 citation
   Computer Science · Engineering · #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics #Smart Grid Energy Management