Washim Uddin Mondal
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (13) π€ Dynamic Duo (10) π Century Club Β· Bronze
β
The Questioner
Top co-authors
Research topics
Keywords
natural policy gradient
(5)
policy gradient
(4)
multi-agent reinforcement learning
(3)
mean-field control
(3)
constraint violation
(3)
markov decision process
(3)
average reward
(3)
constrained markov decision process
(3)
regret bound
(3)
sample complexity
(3)
cooperative multi-agent
(2)
global convergence
(2)
heterogeneous agent
(1)
actor-critic method
(1)
approximation guarantee
(1)
doubly stochastic matrix
(1)
global optimality
(1)
markovian sampling
(1)
state space
(1)
monte carlo
(1)
Papers
Global Convergence of Average Reward Constrained MDPs with Neural Critic and General Policy Parameterization
UAI 2026
A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
ICML 2025
Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization
UAI 2025
Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
AISTATS 2025
Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm
NeurIPS 2024
Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
JMLR 2024
Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes
AAAI 2024
Sample-Efficient Constrained Reinforcement Learning with General Parameterization
NeurIPS 2024
Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction?
UAI 2022
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
JMLR 2022