Hanlin Pan

Dual-Agent Reinforcement Learning for Automated Feature Generation

2024

Feature generation involves creating new features from raw data to capture complex relationships among the original features, improving model robustness and machine learning performance. Current methods using reinforcement learning for feature generation have made feature …