Conference paper
Hybrid reinforcement learning with expert state sequences
Xiaoxiao Guo, Shiyu Chang, et al.
AAAI 2019
The design and analysis of randomized on-line algorithms are studied. This problem is shown to be closely related to the synthesis of random wdlks on graphs with positive real costs on their edges. A theory is developed for the synthesis of such wdlks, and it is employed to design competitive on-line algorithms. © 1993, ACM. All rights reserved.
Xiaoxiao Guo, Shiyu Chang, et al.
AAAI 2019
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Journal of Parallel and Distributed Computing
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ICML 2025
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