Zeyu Jia
- Model-Based Reinforcement Learning with Value-Targeted Regression
2020/06/01 by Alex Ayoub, Zeyu Jia, Ayoub, Alex +7 · 9 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
- Feature-Based Q-Learning for Two-Player Stochastic Games
2019/06/02 by Zeyu Jia, Jia, Zeyu, Lin F. Yang +3 · 5 citations
Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Offline Reinforcement Learning: Role of State Aggregation and Trajectory Data
2024/03/25 by Zeyu Jia, Jia, Zeyu, Alexander Rakhlin +5 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic control and management
- Rate of convergence of the smoothed empirical Wasserstein distance
2022/05/04 by Adam Block, Zeyu Jia, Block, Adam +5 · 1 citation
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Information Theory (cs.IT) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistics Theory (math.ST)