Li, Mengmeng
- Distributionally Robust Optimization with Markovian Data
2021/06/12 by Tobias Sutter, Li, Mengmeng, Sutter, Tobias +2 · 2 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Simulation Techniques and Applications #Stochastic Gradient Optimization Techniques
- Revealing complex optical phenomena through vectorial metrics
2021/07/20 by He, Chao, Chang, Jintao, Salter, Patrick S. +17 · 1 citation
#FOS: Physical sciences #Optics (physics.optics)
- Policy Gradient Algorithms for Robust MDPs with Non-Rectangular Uncertainty Sets
2023/05/30 by Li, Mengmeng, Kuhn, Daniel, Sutter, Tobias · 1 citation
#90C17 #90C26 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Optimism in the Face of Ambiguity Principle for Multi-Armed Bandits
2024/09/30 by Li, Mengmeng, Kuhn, Daniel, Taşkesen, Bahar · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Optimal Offline Reinforcement Learning
2025/03/15 by Li, Mengmeng, Kuhn, Daniel, Sutter, Tobias · 1 citation
#60J20 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)