Swetha Ganesh

1. A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
   2024/07/26 by Swetha Ganesh, Ganesh, Swetha, Mondal, Washim Uddin +1 · 3 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management
2. Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries
   2024/03/15 by Swetha Ganesh, Jiayu Chen, Ganesh, Swetha +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
3. Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
   2024/04/02 by Swetha Ganesh, Ganesh, Swetha, Washim Uddin Mondal +3 · 2 citations
   Computer Science · Energy · #Reinforcement Learning in Robotics #Age of Information Optimization #Energy, Environment, and Transportation Policies