Iterative Model-based Transfer in Deep Reinforcement Learning

Jelmer Neeven; Kurt Driessens

Iterative Model-based Transfer in Deep Reinforcement Learning

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

Original language	English
Title of host publication	Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg
Publication status	Published - 8 Nov 2019
Event	31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning - Brussels, Belgium Duration: 6 Nov 2019 → 8 Nov 2019 Conference number: 31

Publication series

Series	CEUR Workshop Proceedings
Volume	2491
ISSN	1613-0073

Conference

Conference	31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning
Abbreviated title	BNAIC/BENELEARN 2019
Country/Territory	Belgium
City	Brussels
Period	6/11/19 → 8/11/19

Keywords

Continual learning
Deep reinforcement learning
Life-long learning
Model-based reinforcement learning
Transfer learning

Access to Document

http://ceur-ws.org/Vol-2491/abstract6.pdf

Cite this

@inproceedings{b9da15c0ec3c49d9b4caa0fd1de5345a,

title = "Iterative Model-based Transfer in Deep Reinforcement Learning",

keywords = "Continual learning, Deep reinforcement learning, Life-long learning, Model-based reinforcement learning, Transfer learning",

author = "Jelmer Neeven and Kurt Driessens",

year = "2019",

month = nov,

day = "8",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "Rheinisch-Westfaelische Technische Hochschule Aachen * Lehrstuhl Informatik V",

booktitle = "Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg",

note = "31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019 ; Conference date: 06-11-2019 Through 08-11-2019",

}

Neeven, J & Driessens, K 2019, Iterative Model-based Transfer in Deep Reinforcement Learning. in Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg. CEUR Workshop Proceedings, vol. 2491, 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, Brussels, Belgium, 6/11/19. <http://ceur-ws.org/Vol-2491/abstract6.pdf>

TY - GEN

T1 - Iterative Model-based Transfer in Deep Reinforcement Learning

AU - Neeven, Jelmer

AU - Driessens, Kurt

N1 - Conference code: 31

PY - 2019/11/8

Y1 - 2019/11/8

KW - Continual learning

KW - Deep reinforcement learning

KW - Life-long learning

KW - Model-based reinforcement learning

KW - Transfer learning

M3 - Conference article in proceeding

T3 - CEUR Workshop Proceedings

BT - Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg

T2 - 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning

Y2 - 6 November 2019 through 8 November 2019

ER -