State Management
Manage Q-Learning states, mappings, and state distributions
CRITICAL - State Management Guidelines:
- IMPACT TINGGI: Perubahan states mempengaruhi seluruh model Q-Learning
- Backup Required: WAJIB backup database sebelum modifikasi states
- Training Reset: Perubahan state dapat memerlukan re-training model
- Consistency Check: Pastikan state mapping konsisten dengan data students
- Expert Level: Hanya administrator berpengalaman yang boleh mengedit
- Testing Required: Test pada environment development sebelum production
Total States
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Active States
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States in Use
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Coverage
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All Available States
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State Distribution Analysis
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State Mapping Utility
Test State Generation
State Breakdown
VARK Mapping:
- V (Visual): VARK ≥ 8.5
- A (Auditory): 7.0 ≤ VARK < 8.5
- R (Reading): 5.5 ≤ VARK < 7.0
- K (Kinesthetic): VARK < 5.5
MSLQ Levels:
- High: MSLQ ≥ 7.0
- Medium: 5.0 ≤ MSLQ < 7.0
- Low: MSLQ < 5.0
AMS Types:
- Intrinsic: AMS ≥ 8.5
- Achievement: 7.0 ≤ AMS < 8.5
- Extrinsic: 5.0 ≤ AMS < 7.0
- Amotivation: AMS < 5.0
Batch State Operations
Validate All Student States
Check if all students have valid states mapped to unique_states table
Regenerate State Mappings
Regenerate state mappings for all students based on current scores