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史悦
2025-12-16 08:57:19 +08:00
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# Task ID: 26
# Title: Advanced AI Difficulty Levels (Normal, Hard)
# Status: pending
# Dependencies: 14, 15
# Priority: medium
# Description: Enhance the AI system by implementing 'Normal' and 'Hard' difficulty levels, utilizing more sophisticated strategies like probability heatmaps and pattern recognition.
# Details:
For 'Normal AI', implement a strategy that prioritizes cells with higher probability of containing a plane part (e.g., based on surrounding hits). For 'Hard AI', introduce multi-step prediction and basic pattern recognition (e.g., if a HIT occurs, prioritize adjacent cells). Ensure AI difficulty can be selected in room creation.
# Test Strategy:
Play numerous games against Normal and Hard AI. Observe their attack patterns and verify they are more strategic than Simple AI. Ensure AI still makes decisions within the <500ms time limit. Compare win rates against different AI difficulties.