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Managing Cold-start in The Serverless Cloud with Temporal Convolutional Networks

Apr 01, 2023
Tam N. Nguyen

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Accelerated wind farm yaw and layout optimisation with multi-fidelity deep transfer learning wake models

Mar 28, 2023
Sokratis Anagnostopoulos, Jens Bauer, Mariana C. A. Clare, Matthew D. Piggott

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Contingency Games for Multi-Agent Interaction

Apr 14, 2023
Lasse Peters, Andrea Bajcsy, Chih-Yuan Chiu, David Fridovich-Keil, Forrest Laine, Laura Ferranti, Javier Alonso-Mora

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Collaborative Ground-Aerial Multi-Robot System for Disaster Response Missions with a Low-Cost Drone Add-On for Off-the-Shelf Drones

Apr 14, 2023
Shalutha Rajapakshe, Dilanka Wickramasinghe, Sahan Gurusinghe, Deepana Ishtaweera, Bhanuka Silva, Peshala Jayasekara, Nick Panitz, Paul Flick, Navinda Kottege

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Novel features for the detection of bearing faults in railway vehicles

Apr 14, 2023
Matthias Kreuzer, Alexander Schmidt, Walter Kellermann

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Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction

Apr 14, 2023
Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage

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Synergies Between Federated Learning and O-RAN: Towards an Elastic Virtualized Architecture for Multiple Distributed Machine Learning Services

Apr 14, 2023
Payam Abdisarabshali, Nicholas Accurso, Filippo Malandra, Weifeng Su, Seyyedali Hosseinalipour

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Locomotion and Obstacle Avoidance of a Worm-like Soft Robot

Apr 09, 2023
Sean Even, Yasemin Ozkan-Aydin

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Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time

Dec 15, 2022
Elena Burceanu, Marius Leordeanu

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STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning

Apr 15, 2023
Sirui Chen, Zhaowei Zhang, Yali Du, Yaodong Yang

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