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Abhi Ragh

Abhi Ragh

Oscilon: A Modular Framework for Evolutionary Adaptive Intelligence in Resource-Constrained Environments

Modular AI architectures have emerged as a critical strategy for handling complex, multifaceted tasks by decomposing them into manageable, independent subcomponents. However, integrating Genetic Algorithms (GAs) into modular systems often intensifies computational demands, rendering them impractical for resource-constrained environments. This paper introduces Oscilon, a comprehensive modular framework designed to orchestrate
Abhi Ragh Oct 28, 2021
Image Credits: Google Deepmind

Evolutionary Adaptive Intelligence: A Targeted Evolutionary Approach for Efficient and Deterministic AI

💡This post was updated in October of 2025 to reflect the updates based on our latest experiments on Tactical Data Links Traditional Genetic Evolutionary techniques, while powerful for optimizing neural network topologies, suffer from prohibitive computational costs due to population-based evaluations. In contrast, gradient-based methods like those in transformers offer
Abhi Ragh Feb 10, 2021

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