Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling

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Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling. / Šošić, Adrian; Rueckert, Elmar; Peters, Jan et al.
In: Journal of Machine Learning Research, Vol. 19.2018, No. 69, 01.10.2018.

Research output: Contribution to journal › Article › Research › peer-review

Harvard

Šošić, A, Rueckert, E, Peters, J, Zoubir, AM & Koeppl, H 2018, 'Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling', Journal of Machine Learning Research, vol. 19.2018, no. 69. <https://www.jmlr.org/papers/volume19/18-113/18-113.pdf>

APA

Šošić, A., Rueckert, E., Peters, J., Zoubir, A. M., & Koeppl, H. (2018). Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling. Journal of Machine Learning Research, 19.2018(69). https://www.jmlr.org/papers/volume19/18-113/18-113.pdf

Vancouver

Šošić A, Rueckert E, Peters J, Zoubir AM, Koeppl H. Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling. Journal of Machine Learning Research. 2018 Oct 1;19.2018(69).

Author

Šošić, Adrian ; Rueckert, Elmar ; Peters, Jan et al. / Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling. In: Journal of Machine Learning Research. 2018 ; Vol. 19.2018, No. 69.

Bibtex - Download

@article{a67632703eed4312960ddffef8b66559,
title = "Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling",
keywords = "Bayesian Nonparametric Modeling, Gibbs Sampling, Graphical Models, Inverse Reinforcement Learning, Learning from Demonstration, Subgoal Inference",
author = "Adrian {\v S}o{\v s}i{\'c} and Elmar Rueckert and Jan Peters and Zoubir, {Abdelhak M.} and Heinz Koeppl",
note = "Publisher Copyright: {\textcopyright} 2018 Adrian {\v S}o{\v s}i{\'c}, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir and Heinz Koeppl.",
year = "2018",
month = oct,
day = "1",
language = "English",
volume = "19.2018",
journal = "Journal of Machine Learning Research",
issn = "1532-4435",
publisher = "Microtome Publishing",
number = "69",

}

RIS (suitable for import to EndNote) - Download

TY - JOUR

T1 - Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling

AU - Šošić, Adrian

AU - Rueckert, Elmar

AU - Peters, Jan

AU - Zoubir, Abdelhak M.

AU - Koeppl, Heinz

N1 - Publisher Copyright: © 2018 Adrian Šošić, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir and Heinz Koeppl.

PY - 2018/10/1

Y1 - 2018/10/1

KW - Bayesian Nonparametric Modeling

KW - Gibbs Sampling

KW - Graphical Models

KW - Inverse Reinforcement Learning

KW - Learning from Demonstration

KW - Subgoal Inference

UR - http://www.scopus.com/inward/record.url?scp=85057871867&partnerID=8YFLogxK

M3 - Article

AN - SCOPUS:85057871867

VL - 19.2018

JO - Journal of Machine Learning Research

JF - Journal of Machine Learning Research

SN - 1532-4435

IS - 69

ER -

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