4.2.3 System Collaboration and Adaptation to Multi-Agent Environments

System Collaboration and Adaptation to Multi-Agent Environments

1. Message Queue and Task Scheduling

• The agent framework manages parallel task execution through the Scheduler and Message Queue, ensuring efficient collaboration in multi-agent environments.

• The integration of the event queue and memory module allows agents to balance real-time responses with long-term planning.

2. Cellular Architecture and Internal Collaboration

• The BIOS framework incorporates multiple subagents (e.g., Action Agent and Conversation Agent) within a single agent, functioning like “cells” that can independently operate while collaborating to complete complex tasks.

• Inspired by multicellular organisms, each subagent excels in its functional domain, while the overall structure maintains high adaptability and scalability.