This comprehensive survey reviews the progress and design of AI agent architectures that emphasize advanced reasoning, planning, and tool calling capabilities.

Key findings include:

• Differences in single-agent and multi-age… Climate change impacts on ecosystems, and the need for even more powerful computational models. More research in enhancing AI agents’ abilities could lead to better integration in real-world applications across different disciplines.