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Action Space Design – Reinforcement Learning for Robot Motor Skills

09. April 2025

Practitioners typically rely on intuition to choose action spaces for robot learning tasks. This study examines action space selection across various tasks and robots, offering practical guidelines for the robot learning community....

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Research

Splitting Stump Forests: A Model to Accurately “Compress”?

19. March 2025

Edge AI enables local AI model deployment for efficient data processing, but optimization is challenging. This post explores Splitting Stump Forests (SSF), a powerful compression technique for efficient Edge AI deployment. ...

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Basics

Machine Learning in Production Engineering: Potentials for Efficiency and Innovation

26. February 2025

Machine learning is transforming production engineering through data-driven optimization, hybrid models and expert knowledge. Innovation, efficiency and interdisciplinary collaboration enable new opportunities for economically sustainable, intelligent manufacturing systems for various industrial applications. ...

Futuristic image of an advanced robot with a sleek, modern design. The robot is working on a high-tech holographic interface displaying data and digital models. In the background, glowing screens with charts and real-time data enhance the futuristic, technological setting. The scene highlights innovation, artificial intelligence, and the integration of technology into the physical world.

Basics

Embodied AI Explained: Principles, Applications, and Future Perspectives

15. January 2025

Embodied Artificial Intelligence refers to AI that is embedded in physical systems, such as robots, and can interact with the surroundings. Explore what Embodied AI is, its core principles, and potential applications. ...

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Research

Can Stories Help LLMs Reason? A Deep Dive into the Story of Thought (SoT) Framework

11. December 2024

Can storytelling unlock new reasoning powers in AI? Explore how the innovative Story of Thought (SoT) framework uses narratives to enhance LLMs' ability to solve complex, knowledge-intensive problems with greater coherence and depth....

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Application

LLM or Not: Finding the Right AI Solution for Your Business

20. November 2024

Does your use case really need the power of an LLM, or could traditional machine learning offer a better, more efficient solution? Find out which AI approach suits your business needs....

Basics

AI and ML applied to Life Sciences

06. November 2024

Explore how AI and machine learning transform life sciences by enhancing transparency in drug discovery and advancing chemical and biological knowledge through interdisciplinary research at the Lamarr Institute....

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Research

Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?

30. October 2024

Multilingual instruction-tuning of models pre-trained on Indo-European languages reveals that (semantically) parallel datasets significantly boost cross-lingual capabilities compared to monolingual ones. We introduce new multilingual evaluation resources and datasets for polyglot model training. ...

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Basics

Thoughts about the Nobel Prize in Physics 2024 …

23. October 2024

The 2024 Nobel Prize in Physics has been awarded to John Hopfield and Geoffrey Hinton for research in artificial intelligence. Find out what is behind this decision....