FNU Hairi
3 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
finite-time convergence
(3)
sample complexity
(2)
actor-critic algorithm
(1)
average reward
(1)
global optimality
(1)
actor critic
(1)
stationary solution
(1)
pareto stationary
(1)
trade-off
(1)
non-linear
(1)
multi-objective
(1)
multi-agent reinforcement learning
(1)
deep neural actor-critic
(1)
linear function approximation
(1)
Papers
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
ICML 2025
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
ICML 2024
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
ICLR 2022