EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

EurekAgent is a newly introduced agent system designed for autonomous scientific discovery, emphasizing the importance of environment engineering over traditional agent workflow design. It optimizes agent behavior through four key dimensions: permissions, artifact, budget, and human-in-the-loop engineering, resulting in state-of-the-art performance on various tasks, including a novel 26-circle packing solution achieved with minimal API cost. This approach highlights a shift in focus for practitioners towards creating effective agent environments that enhance exploration and collaboration while mitigating risks associated with agent autonomy.