Category: Article
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Part 1: Hexapod – Exploring the Intersection of Hardware and Intelligence
Embark on a captivating journey with me as we delve into the world of Hexapods, exploring the fascinating fusion of hardware and intelligence. Join my research endeavor as we unravel the crucial role of embedded systems and intelligent hardware in realizing true artificial general intelligence. From 3D modeling to post-processing and painting, witness the meticulous…
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Towards AGI in Robotics: An Exploratory Approach to Self-Maintenance
Building upon the quest for General Artificial Intelligence (AI) in robotics, this article proposes a novel architecture for a self-maintaining robot. Employing a triad of Perception, Cognition, and Action modules, the approach leverages machine learning techniques, reinforcement learning, and control theory, allowing the robot to monitor and manage its energy consumption, troubleshoot faults, and perform…
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Federated Graph Neural Networks: An In-Depth Look
In the evolving field of Federated Learning, an under-explored aspect lies in the relationships between participants, often forming a complex graph topology. This post delves into the concept of these relationship graphs, using medical research collaboration and import/export logistic tracking as real-world examples.
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Harnessing the Power of Affective Computing: Use Cases and Research Areas
In the intriguing field of affective computing, Speech Emotion Recognition (SER) stands out as a rapidly evolving discipline. With the advent of deep learning and large pre-trained self-supervised models like Wav2Vec 2.0 and WavLM, SER is undergoing a significant transformation. The introduction of the SEIR-DB, one of the most diverse SER datasets, and the development…
Gabriel Giangi 