Agent K V1.0 Automates Data Science At Kaggle Grandmaster Level
Agent K v1.0 automates data science tasks with self-learning, achieving 92.5% success rate & rivaling expert-level human competitors on Kaggle.
This is a Plain English Papers summary of a research paper called Agent K v1.0 Automates Data Science at Kaggle Grandmaster Level with Self-Learning. If you like these kinds of analysis, you should join AImodels.fyi or follow me on Twitter. Overview This paper introduces Agent K v1.0, an end-to-end autonomous data science agent. Agent K v1.0 is designed to automate, optimize, and generalize across diverse data science tasks. It manages the entire data science life cycle by learning from experience, using a flexible structured reasoning framework. The agent optimizes long- and short-t...