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Table of Contents
Num Simulations Results
Here are results comparing different numbers of simulations for the Monte Carlo approach. No transition tables or MDPs were used.
Configuration
- scenario: 3v3 melee
- speed: 30
- skip speed: 100
- sample size: 3
- Num playouts: variable
- Playout Depth: 7
- neighborhood size: 7
- Playout Config
- move chance: 0.2
- attack chance: 0.75
- same attack chance: 0.5
- Objective function
- Player unit life bonus: 1.2
- Player life factor: 0.75
- Enenmy unit life bonus: 0.2
- Enemy life factor: 0.75
- Table indexing
- 3×3 table, 4^9 entries, 0=no unit, 1=obstruction, 2=player unit, 3=enemy unit
Results
It appears that increasing the number of playouts does improve performance, but requires much more computation.
