Mondal, Washim Uddin

1. Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
   2022/09/15 by Washim Uddin Mondal, Mondal, Washim Uddin, Vaneet Aggarwal +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
2. 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
3. Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning
   2025/02/24 by Yang Xu, Washim Uddin Mondal, Xu, Yang +3 · 3 citations
   Business, Management and Accounting · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Supply Chain and Inventory Management
4. Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
   2024/04/02 by Swetha Ganesh, Washim Uddin Mondal, Ganesh, Swetha +3 · 2 citations
   Computer Science · Energy · #Reinforcement Learning in Robotics #Age of Information Optimization #Energy, Environment, and Transportation Policies