feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup

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2026-04-27 18:58:22 +09:00
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---
id: P-REINFORCE-AUTO-OVER-001
category: "[[10_Wiki/💡 Topics/AI]]"
category: "10_Wiki/💡 Topics/AI"
confidence_score: 0.98
tags: [auto-reinforced, overfitting, machine-learning, model-evaluation, generalization, deep-learning]
last_reinforced: 2026-04-20
@@ -29,6 +29,6 @@ last_reinforced: 2026-04-20
- **정책 변화(RL Update)**: 거대 모델 정책(LLM 등)에서는 파라미터가 압도적으로 많음에도 불구하고 데이터가 워낙 방대하여 과적합보다는 오히려 지식이 부족한 '과소적합(Underfitting)'이나 데이터 바닥남 정책을 걱정하는 시대로 변화함.
## 🔗 지식 연결 (Graph)
- [[L2-Regularization]], [[Noise]], [[Machine Learning (ML)]], [[Deep Learning (DL)]], [[Optimization]]
- [[L2-Regularization]], [[Noise]], [[Machine Learning (ML)]], Deep Learning (DL), [[Optimization]]
- **Modern Tech/Tools**: Dropout, Weight decay, Augmentation, Cross-validation.
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