feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-AGAR-001
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category: "[[10_Wiki/💡 Topics/AI]]"
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category: "10_Wiki/💡 Topics/AI"
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confidence_score: 0.98
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tags: [auto-reinforced, agent-architecture, ai-agents, cognitive-architecture, modular-design]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: 에이전트의 자율 통제 불능 리스크를 방어하기 위해, 매 행동 단계마다 인간이 승인하거나 규칙을 검증하는 'Human-in-the-loop 에이전트 거버넌스' 정책이 산업 표준으로 채택됨.
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## 🔗 지식 연결 (Graph)
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- [[Ps-Reinforce]], [[Foundational Models]], [[Workflow-Integrity]], [[Self-Correction Mechanisms]], [[Tool-Usage-Optimization]]
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- [[Ps-Reinforce]], Foundational Models, [[Workflow-Integrity]], [[Self-Correction Mechanisms]], [[Tool-Usage-Optimization]]
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- **Modern Tech/Tools**: LangChain, AutoGPT, BabyAGI, Microsoft AutoGen, LangGraph.
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