Approximating a deep reinforcement learning docking agent using linear model trees

Mapping Intimacies ◽

10.23919/ecc54610.2021.9655007 ◽

2021 ◽

Author(s):

Vilde B. Gjarum ◽

Ella-Lovise H. Rorvik ◽

Anastasios M. Lekkas

Keyword(s):

Reinforcement Learning ◽

Linear Model ◽

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Generalised linear model trees with global additive effects

Advances in Data Analysis and Classification ◽

10.1007/s11634-018-0342-1 ◽

2018 ◽

Vol 13 (3) ◽

pp. 703-725 ◽

Author(s):

Heidi Seibold ◽

Torsten Hothorn ◽

Achim Zeileis

Keyword(s):

Linear Model ◽

Additive Effects ◽

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Ensembles of Fuzzy Linear Model Trees for the Identification of Multioutput Systems

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2015.2489234 ◽

2016 ◽

Vol 24 (4) ◽

pp. 916-929 ◽

Author(s):

Darko Aleksovski ◽

Jus Kocijan ◽

Saso Dzeroski

Keyword(s):

Linear Model ◽

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Pruning Incremental Linear Model Trees with Approximate Lookahead

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2013.132 ◽

2014 ◽

Vol 26 (8) ◽

pp. 2072-2076 ◽

Author(s):

Andreas Hapfelmeier ◽

Bernhard Pfahringer ◽

Stefan Kramer

Keyword(s):

Linear Model ◽

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Automatic Model Selection in Local Linear Model Trees (LOLIMOT) for Nonlinear System Identification of a Transport Delay Process

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)42927-2 ◽

1997 ◽

Vol 30 (11) ◽

pp. 699-704 ◽

Author(s):

Oliver Nelles ◽

Oliver Hecker ◽

Rolf Isermann

Keyword(s):

System Identification ◽

Nonlinear System ◽

Model Selection ◽

Linear Model ◽

Nonlinear System Identification ◽

Model Trees ◽

Transport Delay ◽

Automatic Model Selection ◽

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Reinforcement learning approach for adapting complex agent-based model of evacuation to fast linear model

2017 Seventh International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist.2017.7926787 ◽

2017 ◽

Author(s):

Van-Minh Le ◽

Ho Tuong Vinh ◽

Jean-Daniel Zucker

Keyword(s):

Reinforcement Learning ◽

Linear Model ◽

Learning Approach ◽

Agent Based Model ◽

Agent Based ◽

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Incremental learning of linear model trees

Twenty-first international conference on Machine learning - ICML '04 ◽

10.1145/1015330.1015372 ◽

2004 ◽

Author(s):

Duncan Potts

Keyword(s):

Linear Model ◽

Incremental Learning ◽

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ONLINE NONLINEAR SYSTEM IDENTIFICATION USING LINEAR MODEL TREES

IFAC Proceedings Volumes ◽

10.3182/20050703-6-cz-1902.00034 ◽

2005 ◽

Vol 38 (1) ◽

pp. 202-207 ◽

Author(s):

Duncan Potts ◽

Claude Sammut

Keyword(s):

System Identification ◽

Nonlinear System ◽

Linear Model ◽

Nonlinear System Identification ◽

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Modeling and identification of the vehicle suspension characteristics using local linear model trees

Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328) ◽

10.1109/cca.1999.801191 ◽

2003 ◽

Author(s):

C. Halfmann ◽

O. Nelles ◽

H. Holzmann

Keyword(s):

Linear Model ◽

Vehicle Suspension ◽

Model Trees ◽

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Local Linear Model Trees (LOLIMOT) Toolbox for Nonlinear System Identification

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)39858-0 ◽

2000 ◽

Vol 33 (15) ◽

pp. 845-850 ◽

Author(s):

Oliver Nelles ◽

Alexander Fink ◽

Rolf Isermann

Keyword(s):

System Identification ◽

Nonlinear System ◽

Linear Model ◽

Nonlinear System Identification ◽

Model Trees ◽

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Incremental linear model trees on massive datasets

Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13 ◽

10.1145/2480362.2480390 ◽

2013 ◽

Author(s):

Andreas Hapfelmeier ◽

Jana Schmidt ◽

Stefan Kramer

Keyword(s):

Linear Model ◽

Massive Datasets ◽

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