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08/14/2023
Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers
We propose a shift towards end-to-end learning in bird sound monitoring ...
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04/03/2023
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents
The operation of electricity grids has become increasingly complex due t...
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01/30/2023
A Quantification Approach for Transferability in Lifelike Computing Systems
The basic idea of lifelike computing systems is the transfer of concepts...
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01/11/2022
Active Reinforcement Learning – A Roadmap Towards Curious Classifier Systems for Self-Adaptation
Intelligent systems have the ability to improve their behaviour over tim...
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08/10/2020
Learning to Learn in Collective Adaptive Systems: Mining Design Patterns for Data-driven Reasoning
Engineering collective adaptive systems (CAS) with learning capabilities...
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05/16/2019
Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields
The field of collaborative interactive learning (CIL) aims at developing...
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05/10/2019
On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes
Self-adaptation has been proposed as a mechanism to counter complexity i...
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01/30/2017
Self-Adaptation of Activity Recognition Systems to New Sensors
Traditional activity recognition systems work on the basis of training, ...
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01/27/2017