feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-LIAL-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: 0.99
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tags: [auto-reinforced, linear-algebra, mathematics, vectors, matrices, deep-learning, machine-learning]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: 최근에는 단순한 실수 연산을 넘어, 양자 연산이나 희소 행렬(Sparse Matrix) 최적화 정책 등 하드웨어 효율 정책을 극대화하는 선형 대수 기법들이 주목받음.
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## 🔗 지식 연결 (Graph)
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- [[Hardware]], [[High-Performance Computing (HPC)]], [[Deep Learning (DL)]], [[Backpropagation]], [[Gradient-Descent]]
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- [[Hardware]], [[High-Performance Computing (HPC)]], Deep Learning (DL), [[Backpropagation]], [[Gradient-Descent]]
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- **Modern Tech/Tools**: NumPy, PyTorch (Tensor library), MATLAB, CuBLAS (NVIDIA).
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