Nikki Lijing Kuang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Function Approximation

Greedy Algorithm

Reinforcement Learning

Top Venues

Publications

Dongxia Wu, Nikki Lijing Kuang, Ruijia Niu, Yi-An Ma, Rose Yu
Diff-BBO: Diffusion-Based Inverse Modeling for Black-Box Optimization. CoRR (2024)
Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra
Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning. CoRR (2023)
Nikki Lijing Kuang, Ming Yin, Mengdi Wang, Yu-Xiang Wang, Yi-An Ma
Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation. CoRR (2023)
Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra
Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning. ICML (2023)
Nikki Lijing Kuang, Ming Yin, Mengdi Wang, Yu-Xiang Wang, Yian Ma
Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation. NeurIPS (2023)
Kush Bhatia, Nikki Lijing Kuang, Yi-An Ma, Yixin Wang
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection. CoRR (2022)
Nikki Lijing Kuang, Clement H. C. Leung
Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation. ICCSA (2) (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm. ICMLA (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Performance Dynamics and Termination Errors in Reinforcement Learning: A Unifying Perspective. CoRR (2019)
Nikki Lijing Kuang, Clement H. C. Leung, Vienne W. K. Sung
Stochastic Reinforcement Learning. CoRR (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation. CoRR (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Analysis of Evolutionary Behavior in Self-Learning Media Search Engines. CoRR (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Analysis of Evolutionary Behavior in Self-Learning Media Search Engines. IEEE BigData (2019)
Nikki Lijing Kuang, Clement H. C. Leung
Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm. CoRR (2019)
Nikki Lijing Kuang, Clement H. C. Leung, Vienne W. K. Sung
Stochastic Reinforcement Learning. AIKE (2018)
Nikki Lijing Kuang, Clement H. C. Leung
Performance Dynamics and Termination Errors in Reinforcement Learning - A Unifying Perspective. AIKE (2018)