2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
ACL 2024long
Large Language Models (LLMs) exhibit robust problem-solving capabilities for diverse tasks. However, most LLM-based agents are designed as specific task solvers with sophisticated prompt engineering, rather than agents capable of learning and evolving through interactions. These task solvers necessi…