Ziyan Luo
Ziyan Luo
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Type
Conference paper
Date
2025
2024
2021
2020
Understanding Behavioral Metric Learning
A key approach to state abstraction is approximating behavioral metrics (notably, bisimulation metrics) in the observation space and …
Ziyan Luo
,
Tianwei Ni
,
Pierre-Luc Bacon
,
Doina Precup
,
Xujie Si
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DOI
Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning
Developing agents capable of exploring, planning and learning in complex open-ended environments is a grand challenge in artificial …
Martin Klissarov
,
Akhil Bagaria
,
Ziyan Luo
,
George Konidaris
,
Doina Precup
,
Marlos C. Machado
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DOI
Chronosymbolic
Constrained Horn Clause (CHC) is a universal format for formal verification problems. It is of great importance because it is …
Ziyan Luo
,
Xujie Si
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Poster
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DOI
RLMob - Deep Reinforcement Learning for Successive Mobility Prediction
Human mobility prediction is an important task in the field of spatiotemporal sequential data mining and urban computing. Despite the …
Ziyan Luo
,
Congcong Miao
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Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning
To achieve good result quality and short query response time, search engines use specific match plans on Inverted Index to help …
Ziyan Luo
,
Linfeng Zhao
,
Wei Cheng
,
Sihao Chen
,
Qi Chen
,
Hui Xue
,
Haidong Wang
,
Chuanjie Liu
,
Mao Yang
,
Lintao Zhang
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