Cheung, Wang Chi

1. Hedging the Drift: Learning to Optimize under Non-Stationarity
   2019/03/04 by Wang Chi Cheung, David Simchi‐Levi, Cheung, Wang Chi +3 · 11 citations
   Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Smart Grid Energy Management
2. Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism
   2020/06/24 by Wang Chi Cheung, Cheung, Wang Chi, David Simchi‐Levi +3 · 6 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
3. Thompson Sampling Algorithms for Cascading Bandits
   2018/10/02 by Zixin Zhong, Wang Chi Cheung, Zhong, Zixin +3 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
4. Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
   2021/10/16 by Zixin Zhong, Wang Chi Cheung, Zhong, Zixin +3 · 3 citations
   Decision Sciences · Materials Science · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning in Materials Science #Adversarial Robustness in Machine Learning
5. Online Bandits with (Biased) Offline Data: Adaptive Learning under Distribution Mismatch
   2024/05/04 by Cheung, Wang Chi, Lyu, Lixing · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Assortment Optimization under Unknown MultiNomial Logit Choice Models
   2017/04/01 by Cheung, Wang Chi, Simchi-Levi, David · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Inventory Balancing with Online Learning
   2018/10/11 by Cheung, Wang Chi, Ma, Will, Simchi-Levi, David +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting
   2020/01/23 by Zhong, Zixin, Cheung, Wang Chi, Tan, Vincent Y. F. · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Best Arm Identification with Resource Constraints
   2024/02/29 by Zitian Li, Wang Chi Cheung, Li, Zitian +1 · 1 citation
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning
10. Best Arm Identification with Possibly Biased Offline Data
    2025/05/29 by Le Yang, Vincent Y. F. Tan, Yang, Le +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms
11. Efficiently Solving Discounted MDPs with Predictions on Transition Matrices
    2025/02/21 by Lyu, Lixing, Jiang, Jiashuo, Cheung, Wang Chi · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)