Evidence demonstrates that when robotic process automation (RPA) is integrated with machine learning and deep learning models, bots acquire the ability to learn from data, make intelligent decisions, and adapt to new tasks in real time.
The retrieved papers consistently indicate that traditional RPA, which was once limited to rigid, repetitive tasks, is now combined with machine learning, NLP, and deep learning (such as in UiPath and Microsoft Power Automate integrations) to achieve learning, predictive analytics, and real-time process adaptation. No papers refute this claim.