Ren, Zhaolin

1. Gradient play in stochastic games: stationary points, convergence, and sample complexity
   2021/06/01 by Runyu Zhang, Zhang, Runyu, Zhaolin Ren +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
2. Zeroth-Order Feedback Optimization for Cooperative Multi-Agent Systems
   2020/11/19 by Tang, Yujie, Ren, Zhaolin, Li, Na · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Multiagent Systems (cs.MA) #Optimization and Control (math.OC)
3. Escaping saddle points in zeroth-order optimization: the power of two-point estimators
   2022/09/27 by Zhaolin Ren, Ren, Zhaolin, Yujie Tang +3 · 1 citation
   Physics and Astronomy · Computer Science · Mathematics · #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
4. Enhancing Preference-based Linear Bandits via Human Response Time
   2024/09/09 by Li Shen, Yuyang Zhang, Li, Shen +8 · 1 citation
   Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Skill Transfer and Discovery for Sim-to-Real Learning: A Representation-Based Viewpoint
   2024/04/07 by Ma, Haitong, Ren, Zhaolin, Dai, Bo +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
6. Stochastic Nonlinear Control via Finite-dimensional Spectral Dynamic Embedding
   2023/04/08 by Zhaolin Ren, Ren, Zhaolin, Tongzheng Ren +6 · 1 citation
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference
7. Distributed Thompson sampling under constrained communication
   2024/10/21 by Zerefa, Saba, Ren, Zhaolin, Ma, Haitong +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering