Ghent University Academic Bibliography

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Adaptive control of a mechatronic system using constrained residual reinforcement learning

Tom Staessens (UGent) , Tom Lefebvre (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 69(10). p.10447-10456
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Search-based Reinforcement Learning through Bandit Linear Optimization

Milan Peelman (UGent) , Antoon Bronselaer (UGent) and Guy De Tré (UGent)

(2022) Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. p.3380-3386
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Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Sander De Witte (UGent) , Thijs Van Hauwermeiren (UGent) , Tom Lefebvre (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.1964-1972
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- Journal Article
- A1
- open access
Computational optimization of image-based reinforcement learning for robotics

Stefano Ferraro (UGent) , Toon Van de Maele (UGent) , Pietro Mazzaglia (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2022) SENSORS. 22(19).
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- Conference Paper
- P1
- open access
Resource provisioning in fog computing through deep reinforcement learning

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2021) 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021). In Integrated network management p.431-437
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- Conference Paper
- C1
- open access
Behaviourally cloning river raid agents

Laurens Diels (UGent) and Hussain Kazmi

(2021) 35th AAAI Conference on Artificial Intelligence, Proceedings.
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- Journal Article
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- open access
Higher-order conditioning with simultaneous and backward conditioned stimulus : implications for models of Pavlovian conditioning

Arthur Prével (UGent) and Ruth Krebs (UGent)

(2021) FRONTIERS IN BEHAVIORAL NEUROSCIENCE. 15.
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Simpler learning of robotic manipulation of clothing by utilizing DIY smart textile technology

Andreas Verleysen (UGent) , Thomas Holvoet, Remko Proesmans (UGent) , Cedric Den Haese and Francis wyffels (UGent)

(2020) APPLIED SCIENCES-BASEL. 10(12).
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Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

Nasrin Sadeghianpourhamami, Johannes Deleu (UGent) and Chris Develder (UGent)

(2020) IEEE TRANSACTIONS ON SMART GRID. 11(1). p.203-214
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- P1
- open access
Contextual bandit learning-based viewport prediction for 360 video

Joris Heyse (UGent) , Maria Torres Vega (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2019) 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). p.972-973

Academic Bibliography

Adaptive control of a mechatronic system using constrained residual reinforcement learning

Search-based Reinforcement Learning through Bandit Linear Optimization

Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Computational optimization of image-based reinforcement learning for robotics

Resource provisioning in fog computing through deep reinforcement learning

Behaviourally cloning river raid agents

Higher-order conditioning with simultaneous and backward conditioned stimulus : implications for models of Pavlovian conditioning

Simpler learning of robotic manipulation of clothing by utilizing DIY smart textile technology

Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

Contextual bandit learning-based viewport prediction for 360 video

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