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Docs: Fix LaTeX math rendering errors (underscores inside text tags)

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  1. README.md +2 -2
README.md CHANGED
@@ -645,7 +645,7 @@ $$R_t = r_{\text{step}} + r_{\text{shaping}} + r_{\text{terminal}}$$
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  | $r_{\text{wall}}$ | $-0.20$ | Out-of-bounds penalty |
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  | $r_{\text{obstacle}}$ | $-0.10$ to $-0.20$ | Terrain avoidance signal |
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  | $r_{\text{delivery}}$ | $+1.0$ to $+0.6$ | Sparse reward — scales with difficulty |
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- | $r_{\text{battery\_dead}}$ | $-0.5$ to $-1.0$ | Terminal failure penalty |
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  Reward shaping uses the **potential-based function**:
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@@ -657,7 +657,7 @@ $$r_{\text{shaping}} = (d_{\text{before}} - d_{\text{after}}) \times 0.05$$
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  Scores are computed by `core/graders.py` using a unified formula:
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- $$\text{score} = 0.8 \times \underbrace{\frac{\text{deliveries\_done}}{\text{deliveries\_total}}}_{\text{delivery ratio}} + 0.2 \times \underbrace{\left( 0.5 \cdot \text{battery} + 0.5 \cdot \left(1 - \frac{\text{steps}}{\text{max\_steps}}\right) \right)}_{\text{efficiency}}$$
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  ---
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  | $r_{\text{wall}}$ | $-0.20$ | Out-of-bounds penalty |
646
  | $r_{\text{obstacle}}$ | $-0.10$ to $-0.20$ | Terrain avoidance signal |
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  | $r_{\text{delivery}}$ | $+1.0$ to $+0.6$ | Sparse reward — scales with difficulty |
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+ | $r_{\text{battery dead}}$ | $-0.5$ to $-1.0$ | Terminal failure penalty |
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  Reward shaping uses the **potential-based function**:
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  Scores are computed by `core/graders.py` using a unified formula:
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+ $$\text{score} = 0.8 \times \underbrace{\frac{\text{deliveries done}}{\text{deliveries total}}}_{\text{delivery ratio}} + 0.2 \times \underbrace{\left( 0.5 \cdot \text{battery} + 0.5 \cdot \left(1 - \frac{\text{steps}}{\text{max steps}}\right) \right)}_{\text{efficiency}}$$
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  ---
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