Washim Uddin Mondal | DeepAI

AI Chat

Featured Co-authors

Vaneet Aggarwal
117 publications
Goutam Das
19 publications
Praful D. Mankar
14 publications
Satish V. Ukkusuri
13 publications
Mridul Agarwal
13 publications
Qinbo Bai
9 publications
Dibbendu Roy
7 publications
Lu Ling
5 publications
Tong Yao
4 publications
Jiawei Xue
2 publications
Sangung Park
1 publication

∙ 09/05/2023

Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes

In this paper, we consider an infinite horizon average reward Markov Dec...

0 Qinbo Bai, et al. ∙

∙ 07/21/2023

Supporting Post-disaster Recovery with Agent-based Modeling in Multilayer Socio-physical Networks

The examination of post-disaster recovery (PDR) in a socio-physical syst...

0 Jiawei Xue, et al. ∙

∙ 05/09/2023

Cooperating Graph Neural Networks with Deep Reinforcement Learning for Vaccine Prioritization

This study explores the vaccine prioritization strategy to reduce the ov...

0 Lu Ling, et al. ∙

∙ 05/04/2023

Reinforcement Learning with Delayed, Composite, and Partially Anonymous Reward

We investigate an infinite-horizon average reward Markov Decision Proces...

0 Washim Uddin Mondal, et al. ∙

∙ 01/13/2023

Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State

Mean Field Control (MFC) is a powerful approximation tool to solve large...

0 Washim Uddin Mondal, et al. ∙

∙ 09/15/2022

Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)

Mean-Field Control (MFC) has recently been proven to be a scalable tool ...

0 Washim Uddin Mondal, et al. ∙

∙ 09/07/2022

On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning

We show that in a cooperative N-agent network, one can design locally ex...

0 Washim Uddin Mondal, et al. ∙

∙ 02/28/2022

Can Mean Field Control (MFC) Approximate Cooperative Multi Agent Reinforcement Learning (MARL) with Non-Uniform Interaction?

Mean-Field Control (MFC) is a powerful tool to solve Multi-Agent Reinfor...

0 Washim Uddin Mondal, et al. ∙

∙ 02/13/2022

Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks

This article proposes Convolutional Neural Network-based Auto Encoder (C...

0 Washim Uddin Mondal, et al. ∙

∙ 09/09/2021

On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)

Mean field control (MFC) is an effective way to mitigate the curse of di...

0 Washim Uddin Mondal, et al. ∙

∙ 03/16/2021

Queuing Analysis of Opportunistic Cognitive Radio IoT Network with Imperfect Sensing

In this paper, we analyze a Cognitive Radio-based Internet-of-Things (CR...

0 Asif Ahmed Sardar, et al. ∙

∙ 07/01/2020

On Exact Distribution of Poisson-Voronoi Area in K-tier HetNets with Generalized Association Rule

This letter characterizes the exact distribution function of a typical V...

0 Washim Uddin Mondal, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world