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@@ -84,3 +84,5 @@ class ChessAgent:
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  * **The Arena:** The tournament will be run asynchronously using Kaggle/Colab environments using the `python-chess` framework.
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  * **The Illegal Move Fallback:** We know LMs can hallucinate and RL models can sometimes guess out-of-bounds moves. If your agent returns a move that is illegal or unparseable, **the tournament engine will automatically pick a random legal move as a fallback** so the game can continue. However, relying on the fallback too much will likely hurt your model's strategy, so try to mask or filter your outputs!
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  * **The Grand Finale:** The tournament will progress via a Swiss-system group stage leading into a single-elimination knockout. The champion of the LM bracket will face off against the champion of the RL bracket in a final showdown. Full PGN match histories and bracket summaries will be fully published once the tournament simulation concludes.
 
 
 
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  * **The Arena:** The tournament will be run asynchronously using Kaggle/Colab environments using the `python-chess` framework.
85
  * **The Illegal Move Fallback:** We know LMs can hallucinate and RL models can sometimes guess out-of-bounds moves. If your agent returns a move that is illegal or unparseable, **the tournament engine will automatically pick a random legal move as a fallback** so the game can continue. However, relying on the fallback too much will likely hurt your model's strategy, so try to mask or filter your outputs!
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  * **The Grand Finale:** The tournament will progress via a Swiss-system group stage leading into a single-elimination knockout. The champion of the LM bracket will face off against the champion of the RL bracket in a final showdown. Full PGN match histories and bracket summaries will be fully published once the tournament simulation concludes.
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+ > Would you like to join the [Discord](https://discord.gg/VgZffqPjzk) server?