Xun Yu Zhou
- Policy Evaluation and Temporal-Difference Learning in Continuous Time\n and Space: A Martingale Approach
2021/08/14 by Yanwei Jia, Jia, Yanwei, Xun Yu Zhou +1 · 15 citations
Computer Science · #Reinforcement Learning in Robotics
- Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms
2021/11/22 by Yanwei Jia, Xun Yu Zhou, Jia, Yanwei +1 · 13 citations
Computer Science · #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Reinforcement Learning in Robotics #and Science (cs.CE)
- Exploratory HJB Equations and Their Convergence
2022/11/11 by Wenpin Tang, Yuming Paul Zhang, Xun Yu Zhou · 6 citations
- IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech
2025/06/23 by Zhou, Siyi, Yiquan Zhou, Yi He +10 · 14 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Face recognition and analysis
- Learning to Optimally Stop Diffusion Processes, with Financial Applications
2024/08/17 by Min Dai, Yu Sun, Dai, Min +5 · 3 citations
Economics, Econometrics and Finance · Engineering · #FOS: Economics and business #FOS: Mathematics #Mathematical Finance (q-fin.MF) #Monetary Policy and Economic Impact #Optimization and Control (math.OC) #Pricing of Securities (q-fin.PR) #Reservoir Engineering and Simulation Methods #Stochastic processes and financial applications
- Reward-Directed Score-Based Diffusion Models via q-Learning
2024/09/07 by Xuefeng Gao, Jiale Zha, Gao, Xuefeng +3 · 3 citations
Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Statistical Methods and Inference
- ProtoX: Explaining a Reinforcement Learning Agent via Prototyping
2022/11/06 by Ronilo J. Ragodos, Tong Wang, Ragodos, Ronilo J. +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Data-Driven Merton's Strategies via Policy Randomization
2023/12/19 by Min Dai, Dai, Min, Yuchao Dong +5 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Stochastic processes and financial applications
- Dynamic mean-variance portfolio selection with no-shorting constraints and unknown investment opportunity sets
2026/07/18 by Xun Li, Yutian Wang, Xun Yu Zhou
#math.OC