Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2503.01411
Cited By
v1
v2
v3 (latest)
Learning Actionable World Models for Industrial Process Control
3 March 2025
Peng Yan
Ahmed Abdulkadir
Gerrit A. Schatte
Giulia Anguzzi
Joonsu Gha
Nikola Pascher
Matthias Rosenthal
Yunlong Gao
Benjamin Grewe
Thilo Stadelmann
DRL
AI4CE
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Learning Actionable World Models for Industrial Process Control"
22 / 22 papers shown
Title
Diffusion for World Modeling: Visual Details Matter in Atari
Eloi Alonso
Adam Jelley
Vincent Micheli
Anssi Kanervisto
Amos Storkey
Tim Pearce
Franccois Fleuret
102
63
0
20 May 2024
Learning and Leveraging World Models in Visual Representation Learning
Q. Garrido
Mahmoud Assran
Nicolas Ballas
Adrien Bardes
Laurent Najman
Yann LeCun
SSL
83
29
0
01 Mar 2024
Genie: Generative Interactive Environments
Jake Bruce
Michael Dennis
Ashley D. Edwards
Jack Parker-Holder
Yuge Shi
...
Konrad Zolna
Jeff Clune
Nando de Freitas
Satinder Singh
Tim Rocktaschel
VGen
VLM
142
186
0
23 Feb 2024
Revisiting Feature Prediction for Learning Visual Representations from Video
Adrien Bardes
Q. Garrido
Jean Ponce
Xinlei Chen
Michael G. Rabbat
Yann LeCun
Mahmoud Assran
Nicolas Ballas
MDE
VLM
131
85
0
15 Feb 2024
Deconstructing Denoising Diffusion Models for Self-Supervised Learning
Xinlei Chen
Zhuang Liu
Saining Xie
Kaiming He
DiffM
74
60
0
25 Jan 2024
Learning to Model the World with Language
Jessy Lin
Yuqing Du
Olivia Watkins
Danijar Hafner
Pieter Abbeel
Dan Klein
Anca Dragan
LM&Ro
SyDa
83
54
0
31 Jul 2023
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions
Peng Yan
Ahmed Abdulkadir
Paul-Philipp Luley
Matthias Rosenthal
Gerrit A. Schatte
Benjamin Grewe
Thilo Stadelmann
AI4TS
71
62
0
11 Jul 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Mahmoud Assran
Quentin Duval
Ishan Misra
Piotr Bojanowski
Pascal Vincent
Michael G. Rabbat
Yann LeCun
Nicolas Ballas
SSL
AI4TS
MDE
83
360
0
19 Jan 2023
Mastering Diverse Domains through World Models
Danijar Hafner
J. Pašukonis
Jimmy Ba
Timothy Lillicrap
72
612
0
10 Jan 2023
Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions
Hamza Keurti
Hsiao-Ru Pan
M. Besserve
Benjamin Grewe
Bernhard Schölkopf
AI4CE
48
15
0
25 Jul 2022
DayDreamer: World Models for Physical Robot Learning
Philipp Wu
Alejandro Escontrela
Danijar Hafner
Ken Goldberg
Pieter Abbeel
108
299
0
28 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt
Stefan Feuerriegel
Ce Zhang
AI4TS
75
47
0
13 Jun 2022
Binding Actions to Objects in World Models
Ondrej Biza
Robert Platt
Jan-Willem van de Meent
Lawson L. S. Wong
Thomas Kipf
OCL
121
7
0
27 Apr 2022
Time-Series Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
Cuntai Guan
AI4TS
85
508
0
26 Jun 2021
Learning Disentangled Representations for Time Series
Yuening Li
Zhengzhang Chen
Daochen Zha
Mengnan Du
Denghui Zhang
Haifeng Chen
Xia Hu
CoGe
AI4TS
41
9
0
17 May 2021
Contrastive Representation Learning: A Framework and Review
Phúc H. Lê Khắc
Graham Healy
Alan F. Smeaton
SSL
AI4TS
313
712
0
10 Oct 2020
The Natural Language of Actions
Guy Tennenholtz
Shie Mannor
57
60
0
04 Feb 2019
Learning Action Representations for Reinforcement Learning
Yash Chandak
Georgios Theocharous
James E. Kostas
Scott M. Jordan
Philip S. Thomas
56
163
0
01 Feb 2019
Rare Event Detection using Disentangled Representation Learning
Ryuhei Hamaguchi
Ken Sakurada
Ryosuke Nakamura
DRL
51
36
0
04 Dec 2018
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
Francesco Locatello
Stefan Bauer
Mario Lucic
Gunnar Rätsch
Sylvain Gelly
Bernhard Schölkopf
Olivier Bachem
OOD
124
1,471
0
29 Nov 2018
World Models
David R Ha
Jürgen Schmidhuber
SyDa
141
1,098
0
27 Mar 2018
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
2.0K
150,260
0
22 Dec 2014
1