Modeling trajectories with recurrent neural networks

Modeling trajectory data is a building block for many smart-mobility initiatives. Existing approaches apply shallow models such as Markov chain and inverse reinforcement learning to model trajectories, which cannot capture the long-term dependencies. On the other hand, deep models such as Recurrent...

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Bibliographic Details
Main Authors: WU, Hao, CHEN, Ziyang, SUN, Weiwei, ZHENG, Baihua, WANG, Wei
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
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Online Access:https://ink.library.smu.edu.sg/sis_research/3847
https://ink.library.smu.edu.sg/context/sis_research/article/4849/viewcontent/0430.pdf
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Institution: Singapore Management University
Language: English

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