Qining Zhang

1. Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms
   2023/09/01 by Qining Zhang, Lei Ying, Zhang, Qining +1 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Auction Theory and Applications
2. Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference
   2024/09/25 by Qining Zhang, Zhang, Qining, Lei Ying +1 · 2 citations
   Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Cost Aware Best Arm Identification
   2024/02/26 by Kellen Kanarios, Qining Zhang, Kanarios, Kellen +3 · 1 citation
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robot Manipulation and Learning
4. Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis
   2024/06/11 by Qining Zhang, Honghao Wei, Zhang, Qining +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics