Döring, Leif

1. Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods
   2023/10/04 by Sara Klein, Simon Weißmann, Klein, Sara +3 · 6 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Optimization and Search Problems #Reinforcement Learning in Robotics
2. Almost sure convergence rates of stochastic gradient methods under gradient domination
   2024/05/22 by Simon Weißmann, Sara Klein, Weissmann, Simon +5 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis
3. Structure Matters: Dynamic Policy Gradient
   2024/11/07 by Sara Klein, Xiangyuan Zhang, Klein, Sara +7 · 1 citation
   Economics, Econometrics and Finance · #Economic Policies and Impacts