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Faster algorithm and sharper analysis for constrained Markov decision process.
Tianjiao Li
Ziwei Guan
Shaofeng Zou
Tengyu Xu
Yingbin Liang
Guanghui Lan
Published in:
Oper. Res. Lett. (2024)
Keyphrases
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learning algorithm
computational complexity
optimal solution
search space
k means
objective function
np hard
dynamic programming
probabilistic model
state space
linear programming
policy iteration