Xiang Yan

EvoCast: Reliable Autonomous Research Agents for Iterative Forecasting Architecture Evolution

EvoCast is introduced, a fully autonomous research-agent system for iterative forecasting architecture evolution that establishes and diagnoses a task-specific baseline, and develops task-specific architectures that outperform selected baselines, strong forecasting models, and agent baselines in three real-world foreca...