Lei Ying
- Finite-Time Error Bounds For Linear Stochastic Approximation and TD\n Learning
2019/02/03 by R. Srikant, Srikant, R., Lei Ying +1 · 19 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
- Empty-car routing in ridesharing systems
2016/09/23 by Anton Braverman, Braverman, Anton, J. G. Dai +5 · 6 citations
Engineering · Social Sciences · #60F99 #60J27 #60K25 #Electric Vehicles and Infrastructure #FOS: Mathematics #Probability (math.PR) #Transportation Planning and Optimization #Transportation and Mobility Innovations
- Observation of many-body dynamical localization
2023/12/14 by Yanliang Guo, Guo, Yanliang, Sudipta Dhar +14 · 6 citations
Physics and Astronomy · #Atomic Physics (physics.atom-ph) #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #Quantum chaos and dynamical systems
- On Throughput Optimality With Delayed Network-State Information
2011/08/01 by Lei Ying, Sanjay Shakkottai · 4 citations
Engineering · Computer Science · #Advanced Wireless Network Optimization #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
- Throughput-Optimal Opportunistic Scheduling in the Presence of Flow-Level Dynamics
2009/07/23 by Shihuan Liu, Liu, Shihuan, Lei Ying +3 · 1 citation
Engineering · Computer Science · #Advanced Wireless Network Optimization #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
- An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints
2021/02/10 by Xin Liu, Liu, Xin, Bin Li +5 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms
2023/09/01 by Qining Zhang, Zhang, Qining, Lei Ying +1 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Auction Theory and Applications
- Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning
2019/07/14 by Harsh Gupta, R. Srikant, Gupta, Harsh +3 · 1 citation
Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications
- Liouvillian Spectral Transition in Noisy Quantum Many-Body Scars
2025/04/16 by Jin-Lou Ma, Zexian Guo, Ma, Jin-Lou +7 · 4 citations
Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Physics (quant-ph) #Quantum chaos and dynamical systems #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)
- Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach
2023/01/04 by Kaiyi Ji, Ji, Kaiyi, Lei Ying +1 · 2 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced MIMO Systems Optimization #Stochastic Gradient Optimization Techniques
- 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
- Learning-Based Pricing and Matching for Two-Sided Queues
2024/03/17 by Zixian Yang, Lei Ying, Yang, Zixian +1 · 2 citations
Computer Science · Engineering · #Optimization and Search Problems #Scheduling and Optimization Algorithms
- Origin of Hilbert space quantum scars in unconstrained models
2023/07/25 by Zexian Guo, Bobo Liu, Guo, Zexian +11 · 1 citation
Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum many-body systems
- Cost Aware Best Arm Identification
2024/02/26 by Kellen Kanarios, Kanarios, Kellen, Qining Zhang +3 · 1 citation
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robot Manipulation and Learning
- Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis
2024/06/11 by Qining Zhang, Zhang, Qining, Honghao Wei +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Joint Optimal Transport and Embedding for Network Alignment
2025/02/26 by Qi Yu, Yu, Qi, Zhichen Zeng +9 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Quantum many-body mixed phase space revealed by hybrid feedback control
2026/07/15 by Hang Dong, Jie Ren, Andrew Hallam +9 · 1 voice
#quant-ph #cond-mat.stat-mech #cond-mat.str-el #nlin.CD