Mridul Agarwal
10 papers · 2021–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (24) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10)
π€
Dynamic Duo
(10)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
JMLR (3)
UAI (3)
AAAI (2)
ALT (1)
ICML (1)
Top co-authors
Keywords
regret bound
(6)
multi-armed bandit
(3)
markov decision process
(2)
reinforcement learning
(2)
multi-agent system
(2)
constrained markov decision process
(2)
sample complexity
(2)
combinatorial bandit
(2)
distributed learning
(2)
primal-dual optimization
(1)
model-based reinforcement learning
(1)
global convergence
(1)
fitted q-iteration
(1)
primal-dual algorithm
(1)
policy optimization
(1)
distributed optimization
(1)
divide and conquer
(1)
zero constraint violation
(1)
collaborative learning
(1)
exploration exploitation tradeoff
(1)
Papers
Reinforcement Learning for Joint Optimization of Multiple Rewards
JMLR 2023
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization
ICML 2023
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
JMLR 2022
Multi-Agent Multi-Armed Bandits with Limited Communication
JMLR 2022
An explore-then-commit algorithm for submodular maximization under full-bandit feedback
UAI 2022
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
AAAI 2022
Regret guarantees for model-based reinforcement learning with long-term average constraints
UAI 2022
Communication efficient parallel reinforcement learning
UAI 2021
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits
AAAI 2021
Stochastic Top-$K$ Subset Bandits with Linear Space and Non-Linear Feedback
ALT 2021