One of the main research topics of the L3S in the field of artificial intelligence is Machine Learning and Deep Learning.
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![Green AutoML for Driver Assistance Systems](https://www.l3s.de/wp-content/uploads/2024/06/GreenAutoML4FAS_Logo-150x150.jpeg)
Green AutoML for Driver Assistance Systems
The aim of the GreenAutoML4FAS project is to design a holistic, carbon-efficient system for driver assistance systems
![GLACIATION](https://www.l3s.de/wp-content/uploads/2024/01/AdobeStock_622859109-300x200-225x150.jpeg)
GLACIATION
GLACIATION aims to reduce carbon emissions by developing a distributed knowledge graph that improves the efficiency of big data analysis.
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![Leibniz AI Academy](https://www.l3s.de/wp-content/uploads/2023/04/Leibniz-AI-Academy-768x260-443x150.png)
Leibniz AI Academy
Development and establishment of a transcurricular, cross-disciplinary micro-degree program "Leibniz AI Academy" at Leibniz Universität Hannover (LUH).
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![Multi-armed bandits for the recommender system for returns reduction](https://www.l3s.de/wp-content/uploads/2023/03/project-225x150.jpg)
Multi-armed bandits for the recommender system for returns reduction
Development of a contextualized MAB (multi-armed-bandit) to exploit the potential of the recommender system by means of reinforcement learning by means of reinforcement learning.
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![Online Optimierung](https://www.l3s.de/wp-content/uploads/2023/03/project-300x200-225x150.jpg)
Online Optimierung
The goal of the project is to develop and investigate online convex optimization (OCO)-based control schemes for general cost functions and constraints without relying on restrictive assumptions.
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![ProKI-Hannover](https://www.l3s.de/wp-content/uploads/2023/04/Logo_ProKI-Hannover-768x291-396x150.png)
ProKI-Hannover
A Germany-wide demonstration and transfer network for the use of artificial intelligence (AI) in production.
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![Robotics Lab](https://www.l3s.de/wp-content/uploads/2022/09/real-ai-1110x9999-1-300x200-225x150.jpeg)
Robotics Lab
The L3S’s Robot Learning Lab works on foundational research to develop increasingly autonomous assistive systems.
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![Towards a Framework for Assessing Explanation Quality (TRR 318 INF)](https://www.l3s.de/wp-content/uploads/2023/06/2023_06_Logo_TRR-318-C04-300x150.png)
Towards a Framework for Assessing Explanation Quality (TRR 318 INF)
In this project, we study the pragmatic goal of all explaining processes: to be successful — that is, for the explanation to achieve the intended form of understanding.