Transformer Guided Swarm Intelligence For Frugal N

# Transformer-Guided Swarm Intelligence for Frugal Neural Architecture Search

Derived from arXiv:2607.11826 - Transformer-Guided Swarm Intelligence for Frugal Neural Architecture Search

## Core Concept
Neural Architecture Search (NAS) has automated the design of deep learning models but traditionally requires massive computational resources, often measured in thousands of GPU-days. In this paper, we propose a frugal and memetic NAS framework designed to democratize architecture design on consumer-grade hardware. Our approach combines the global macro-search capabilities of an autoregressive Transformer controller, trained via Reinforcement Learning (RL), with the local micro-exploitation of an...

## Key Insights
- Derived from arXiv:2607.11826
- Published: 2026-07-13
- Utility Score: 0.87
- Authors: Romain Amigon

## Activation
transformer-guided-swarm-intelligence-for-frugal-n, 2607.11826

## References
- arXiv: https://arxiv.org/abs/2607.11826