AUTONODE: A Neuro-Graphic Self-Learnable Engine for Cognitive GUI Automation

arXiv:2403.10171v1 Announce Type: cross
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