Washim Uddin Mondal

57 papers A* 4A 4Journal 46Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Global Convergence of Average Reward Constrained MDPs with Neural Critic and General Policy Parameterization. CoRR Anirudh Satheesh, Pankaj Kumar Barman, Washim Uddin Mondal, Vaneet Aggarwal
2026	J	`jnl`	Match or Replay: Self Imitating Proximal Policy Optimization. CoRR Gaurav Chaudhary, Laxmidhar Behera, Washim Uddin Mondal
2025	A*	`conf`	A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach. ICML Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2025	J	`jnl`	Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning. CoRR Yang Xu, Washim Uddin Mondal, Vaneet Aggarwal
2025	J	`jnl`	Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm. CoRR Yang Xu, Swetha Ganesh, Washim Uddin Mondal, Qinbo Bai, Vaneet Aggarwal
2025	J	`jnl`	MOORL: A Framework for Integrating Offline-Online Reinforcement Learning. Trans. Mach. Learn. Res. Gaurav Chaudhary, Washim Uddin Mondal, Laxmidhar Behera
2025	A	`conf`	Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization. UAI Swetha Ganesh, Jiayu Chen, Washim Uddin Mondal, Vaneet Aggarwal
2025	A	`conf`	Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs. AISTATS Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2025	—	`conf`	Uplink NOMA-Aided Multi-Device Multi-Target Integrated Sensing and Communication. NCC Sambuddha Chakrabarti, Washim Uddin Mondal
2024	J	`jnl`	Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms. CoRR Vaneet Aggarwal, Washim Uddin Mondal, Qinbo Bai
2024	J	`jnl`	Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms. Found. Trends Optim. Vaneet Aggarwal, Washim Uddin Mondal, Qinbo Bai
2024	J	`jnl`	Cooperating Graph Neural Networks With Deep Reinforcement Learning for Vaccine Prioritization. IEEE J. Biomed. Health Informatics Lu Ling, Washim Uddin Mondal, Satish V. Ukkusuri
2024	A	`conf`	Improved Sample Complexity Analysis of Natural Policy Gradient Algorithm with General Parameterization for Infinite Horizon Discounted Reward Markov Decision Processes. AISTATS Washim Uddin Mondal, Vaneet Aggarwal
2024	J	`jnl`	Last-Iterate Convergence of General Parameterized Policies in Constrained MDPs. CoRR Washim Uddin Mondal, Vaneet Aggarwal
2024	A*	`conf`	Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm. NeurIPS Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal
2024	J	`jnl`	Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm. CoRR Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal
2024	J	`jnl`	Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL). J. Mach. Learn. Res. Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2024	J	`jnl`	Near-Perfect Coverage Manifold Estimation in Cellular Networks via Conditional GAN. IEEE Netw. Lett. Washim Uddin Mondal, Veni Goyal, Satish V. Ukkusuri, Goutam Das, Di Wang, Mohamed-Slim Alouini, Vaneet Aggarwal
2024	J	`jnl`	Near-perfect Coverage Manifold Estimation in Cellular Networks via conditional GAN. CoRR Washim Uddin Mondal, Veni Goyal, Satish V. Ukkusuri, Goutam Das, Di Wang, Mohamed-Slim Alouini, Vaneet Aggarwal
2024	A*	`conf`	Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes. AAAI Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal
2024	A*	`conf`	Sample-Efficient Constrained Reinforcement Learning with General Parameterization. NeurIPS Washim Uddin Mondal, Vaneet Aggarwal
2024	J	`jnl`	Sample-Efficient Constrained Reinforcement Learning with General Parameterization. CoRR Washim Uddin Mondal, Vaneet Aggarwal
2024	J	`jnl`	Terrain-Based Coverage Manifold Estimation: Machine Learning, Stochastic Geometry, or Simulation? IEEE Open J. Commun. Soc. Ruibo Wang, Washim Uddin Mondal, Mustafa A. Kishk, Vaneet Aggarwal, Mohamed-Slim Alouini
2024	J	`jnl`	Variance-Reduced Policy Gradient Approaches for Infinite Horizon Average Reward Markov Decision Processes. CoRR Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2023	J	`jnl`	Coalition Formation for Outsourced Spectrum Sensing in Cognitive Radio Network. IEEE Trans. Cogn. Commun. Netw. Asif Ahmed Sardar, Dibbendu Roy, Washim Uddin Mondal, Goutam Das
2023	J	`jnl`	Cooperating Graph Neural Networks with Deep Reinforcement Learning for Vaccine Prioritization. CoRR Lu Ling, Washim Uddin Mondal, Satish V. Ukkusuri
2023	J	`jnl`	Improved Sample Complexity Analysis of Natural Policy Gradient Algorithm with General Parameterization for Infinite Horizon Discounted Reward Markov Decision Processes. CoRR Washim Uddin Mondal, Vaneet Aggarwal
2023	J	`jnl`	Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State. CoRR Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2023	J	`jnl`	Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State. Trans. Mach. Learn. Res. Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2023	J	`jnl`	Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes. CoRR Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal
2023	J	`jnl`	Reinforcement Learning with Delayed, Composite, and Partially Anonymous Reward. CoRR Washim Uddin Mondal, Vaneet Aggarwal
2023	J	`jnl`	Reinforcement Learning with Delayed, Composite, and Partially Anonymous Reward. Trans. Mach. Learn. Res. Washim Uddin Mondal, Vaneet Aggarwal
2023	J	`jnl`	Supporting Post-disaster Recovery with Agent-based Modeling in Multilayer Socio-physical Networks. CoRR Jiawei Xue, Sangung Park, Washim Uddin Mondal, Sandro Martinelli Reia, Tong Yao, Satish V. Ukkusuri
2023	J	`jnl`	Terrain-based Coverage Manifold Estimation: Machine Learning, Stochastic Geometry, or Simulation? CoRR Ruibo Wang, Washim Uddin Mondal, Mustafa A. Kishk, Vaneet Aggarwal, Mohamed-Slim Alouini
2022	J	`jnl`	Can Mean Field Control (MFC) Approximate Cooperative Multi Agent Reinforcement Learning (MARL) with Non-Uniform Interaction? CoRR Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	A	`conf`	Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction? UAI Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks. CoRR Washim Uddin Mondal, Praful D. Mankar, Goutam Das, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	Deep Learning-Based Coverage and Rate Manifold Estimation in Cellular Networks. IEEE Trans. Cogn. Commun. Netw. Washim Uddin Mondal, Praful D. Mankar, Goutam Das, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL). CoRR Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC). J. Mach. Learn. Res. Washim Uddin Mondal, Mridul Agarwal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning. CoRR Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning. Trans. Mach. Learn. Res. Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	Queuing Analysis of QoS Aware Microwave Power Transfer Enabled CR-IoT Network. IEEE Trans. Wirel. Commun. Asif Ahmed Sardar, Dibbendu Roy, Washim Uddin Mondal, Goutam Das
2022	J	`jnl`	Sustainability Analysis of Opportunistic CR-IoT Network Employing Microwave Power Transfer. IEEE Trans. Cogn. Commun. Netw. Asif Ahmed Sardar, Dibbendu Roy, Washim Uddin Mondal, Goutam Das
2021	J	`jnl`	Economic Analysis of Cognitive Underlay Networks: A Nash Bargaining Based Approach. IEEE Trans. Veh. Technol. Washim Uddin Mondal, Asif Ahmed Sardar, Goutam Das
2021	J	`jnl`	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC). CoRR Washim Uddin Mondal, Mridul Agarwal, Vaneet Aggarwal, Satish V. Ukkusuri
2021	J	`jnl`	Queuing Analysis of Opportunistic Cognitive Radio IoT Network with Imperfect Sensing. CoRR Asif Ahmed Sardar, Dibbendu Roy, Washim Uddin Mondal, Goutam Das
2020	J	`jnl`	Nash Bargaining-Based Economic Analysis of Opportunistic Cognitive Cellular Networks. IEEE Trans. Cogn. Commun. Netw. Washim Uddin Mondal, Asif Ahmed Sardar, Nilanjan Biswas, Goutam Das
2020	J	`jnl`	On Exact Distribution of Poisson-Voronoi Area in K-Tier HetNets With Generalized Association Rule. IEEE Commun. Lett. Washim Uddin Mondal, Goutam Das
2020	J	`jnl`	On Exact Distribution of Poisson-Voronoi Area in K-tier HetNets with Generalized Association Rule. CoRR Washim Uddin Mondal, Goutam Das
2019	J	`jnl`	Economic Analysis of TWDM PONs: A Sustainability and Policy-Making Perspective. JOCN Washim Uddin Mondal, Dibbendu Roy, Sourav Dutta, Goutam Das
2019	J	`jnl`	Economics of TWDM PONs With Nonlinear Pricing. IEEE Commun. Lett. Washim Uddin Mondal, Goutam Das
2019	—	`conf`	Nash Bargaining Based Economic Analysis of Cognitive Cellular Networks. ICC Washim Uddin Mondal, Asif Ahmed Sardar, Nilanjan Biswas, Goutam Das
2019	—	`conf`	Predation Blocking Strategies in Real Cellular Networks and its impact on Spectrum Revenue. VTC Fall Washim Uddin Mondal, Goutam Das
2017	J	`jnl`	Blocking Predation in Cellular Monopoly Through Non-Linear Spectrum Pricing. IEEE Commun. Lett. Washim Uddin Mondal, Goutam Das
2017	J	`jnl`	Traffic-Aware Green Cognitive Radio. Phys. Commun. Washim Uddin Mondal, Sudipta Biswas, Goutam Das, Priyadip Ray
2017	J	`jnl`	Uplink User Process in Poisson Cellular Network. IEEE Commun. Lett. Washim Uddin Mondal, Goutam Das