AI agents optimize memory to master Slay the Spire 2

The AgenticSTS project replaces growing AI agent chat logs with five structured memory layers, cutting tokens from 500,000 to 5,000.

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The fact

Tested on the card game Slay the Spire 2, these agents win 6 out of 10 games, while competing agents fail to win any.

This approach prevents computational cost explosion while enhancing decision-making performance.

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