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RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model.
Junyi Fan
Yuxuan Han
Jialin Zeng
Jian-Feng Cai
Yang Wang
Yang Xiang
Jiheng Zhang
Published in:
AISTATS (2024)
Keyphrases
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function approximation
reinforcement learning
model free
theoretical analysis
sample complexity
state space
lower bound
upper bound
temporal difference