August 1, 2025
Advanced Optimization Techniques for Large Language Model Agents
This study comprehensively examines various optimization techniques, including prompt engineering, fine-tuning, and RLHF, to significantly enhance Large Language Models' agentic behaviors like planning, reasoning, and tool use, providing best practices for developing sophisticated AI agents.