Robotic Process Automation

Robotic Process Automation (RPA) aims to automate repetitive digital tasks, boosting efficiency and productivity across various sectors. Current research emphasizes integrating RPA with artificial intelligence, particularly large language models (LLMs) and computer vision, to handle more complex, context-dependent workflows and improve adaptability to changing environments. This involves developing novel model architectures for workflow generation, action planning, and data extraction from diverse sources like GUIs and unstructured documents, leading to significant improvements in accuracy and efficiency across industries like manufacturing and finance.