> For the complete documentation index, see [llms.txt](https://yeasy.gitbook.io/agentic_ai_guide/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua.md).

# 第二部分：群体智能与进化

- [第五章 多智能体协作模式](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration.md)
- [5.1 协作架构：层级、扁平与动态](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.1_architectures.md)
- [5.2 角色分工与 SOP 流程编排](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.2_roles_sop.md)
- [5.3 动态组队与自适应编排](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.3_dynamic_teaming.md)
- [5.4 人机协作](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/5.4_hitl.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/05_collaboration/summary.md)
- [第六章 通信与社会模拟](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication.md)
- [6.1 智能体间通信协议设计](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.1_protocols.md)
- [6.2 生成式社会模拟：斯坦福小镇解析](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.2_social_simulation.md)
- [6.3 博弈论视角下的冲突解决](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.3_game_theory.md)
- [6.4 涌现行为与集体智慧](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.4_emergence.md)
- [6.5 智能体间互操作协议](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/6.5_a2a.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/06_communication/summary.md)
- [第七章 学习、评估与进化](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution.md)
- [7.1 从反馈中学习：RLHF 与 RLAIF](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.1_rl.md)
- [7.2 评估体系：AgentBench 与基准测试](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.2_evaluation.md)
- [7.3 轨迹分析与行为可解释性](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.3_tracing.md)
- [7.4 持续学习与知识更新](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.4_continuous_learning.md)
- [7.5 推理能力的提升：从快速响应到深度思考](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/7.5_reasoning.md)
- [本章小结](https://yeasy.gitbook.io/agentic_ai_guide/di-er-bu-fen-qun-ti-zhi-neng-yu-jin-hua/07_evolution/summary.md)