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docs: add training-proof screenshot to README

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  1. README.md +4 -10
README.md CHANGED
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- ---
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- title: Oceanus Mission Control
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- emoji: 🌊
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- colorFrom: green
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- colorTo: blue
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- sdk: docker
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- pinned: true
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- app_port: 7860
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- ---
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-
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  # 🌊 Oceanus: Multi-Layer Ghost-Gear Recovery & Treaty Arena
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  > *The first multi-modal RL arena where LLM policy negotiations directly control the physics of ocean restoration.*
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  ```
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  Untrained model outputs: *"I think I should navigate toward the detected anomaly..."* β†’ reward: -1.0
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  ---
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  ## πŸš€ Quick Start
 
 
 
 
 
 
 
 
 
 
 
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  # 🌊 Oceanus: Multi-Layer Ghost-Gear Recovery & Treaty Arena
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  > *The first multi-modal RL arena where LLM policy negotiations directly control the physics of ocean restoration.*
 
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  ```
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  Untrained model outputs: *"I think I should navigate toward the detected anomaly..."* β†’ reward: -1.0
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+ ![Training Proof β€” Live Inference](https://raw.githubusercontent.com/Aakarsh2007/Oceanus-/main/notebooks/training-proof.png)
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+ *Screenshot from Colab Cell 13: trained model correctly outputs `{"intent": "clean"}` when net is visible in sonar. Untrained baseline reward: -1.0 β†’ Trained reward: +8.0*
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  ---
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  ## πŸš€ Quick Start