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07/10/2022
Developing an AI-enabled IIoT platform – Lessons learned from early use case validation
For a broader adoption of AI in industrial production, adequate infrastr...
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07/07/2022
Market Making with Scaled Beta Policies
This paper introduces a new representation for the actions of a market m...
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05/19/2022
Data Valuation for Offline Reinforcement Learning
The success of deep reinforcement learning (DRL) hinges on the availabil...
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05/05/2022
Identifying Cause-and-Effect Relationships of Manufacturing Errors using Sequence-to-Sequence Learning
In car-body production the pre-formed sheet metal parts of the body are ...
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03/09/2022
Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition
Due to the development of machine learning and speech processing, speech...
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07/09/2020
A deep learning approach to identify unhealthy advertisements in street view images
While outdoor advertisements are common features within towns and cities...
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02/21/2020
The Automated Inspection of Opaque Liquid Vaccines
In the pharmaceutical industry the screening of opaque vaccines containi...
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03/02/2019
Fully Convolutional One-Shot Object Segmentation for Industrial Robotics
The ability to identify and localize new objects robustly and effectivel...
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09/13/2018
Negative Update Intervals in Deep Multi-Agent Reinforcement Learning
In Multi-Agent Reinforcement Learning, independent cooperative learners ...
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07/14/2017