feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-LEPA-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: 0.90
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tags: [auto-reinforced, learning-paths, skill-acquisition, mastery, roadmap, education-design]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: AI 가이드가 학습자의 약점을 분석하여 개별적인 보충 경로 정책을 제안하는 'AI 튜터링 기반 경로 정책'이 교육의 새로운 미래 정책이 됨.
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## 🔗 지식 연결 (Graph)
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- [[Levels of Understanding]], [[Inquiry-Based Learning]], [[Knowledge-Structure]], [[Efficiency]], [[Mastery (숙달)]]
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- [[Levels of Understanding]], [[Inquiry-Based Learning]], [[Knowledge-Structure]], [[Efficiency]], Mastery (숙달)
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- **Modern Tech/Tools**: Khan Academy, Coursera Specializations, Roadmap.sh, Duolingo's path design.
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