∇θJ(θ) = 𝔼[∇log π(a|s)·R] ℒ = −Σ yᵢ log(ŷᵢ) Attention(Q, K, V) = softmax(QKᵀ/√dₖ)V σ(x) = 1/(1+e⁻ˣ) p(θ|D) ∝ p(D|θ)p(θ) H(X) = −Σ P(x)log P(x) MSE = (1/n)Σ(y − ŷ)² P(A|B) = P(B|A)P(A)/P(B)
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