Experiments
Adaptive Knowledgeable Agent for Automated Data Science
End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
A Multi-Agent System for End-to-end Machine Learning Automation
Automatic AI Experiment Reproduction with Paper Lineage
Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search
Evaluating Language Agents on Machine Learning Experimentation
Can AI Conduct AI Research Experiments?
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