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AUTONODE: A Neuro-Graphic Self-Learnable Engine for Cognitive GUI Automation
March 18, 2024, 4:45 a.m. | Arkajit Datta, Tushar Verma, Rajat Chawla
cs.CV updates on arXiv.org arxiv.org
Abstract: In recent advancements within the domain of Large Language Models (LLMs), there has been a notable emergence of agents capable of addressing Robotic Process Automation (RPA) challenges through enhanced cognitive capabilities and sophisticated reasoning. This development heralds a new era of scalability and human-like adaptability in goal attainment. In this context, we introduce AUTONODE (Autonomous User-interface Transformation through Online Neuro-graphic Operations and Deep Exploration). AUTONODE employs advanced neuro-graphical techniques to facilitate autonomous navigation and task …
abstract adaptability agents arxiv automation capabilities challenges cognitive cs.ai cs.cv development domain emergence gui human human-like language language models large language large language models llms neuro process process automation reasoning robotic robotic process automation rpa scalability through type
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