Create the dataset {Training & Validation}

[KimJee]

Training Data [80%]

• 4 different types of biomes

  • Mob-A alone
  • Mob-B alone
  • 1 Mob-A + 1 Mob-B
  • 2 Mob-A (Clones)
  • 2 Mob-B (Clones)
  • No mobs at all in the environment

• Time of Day

  • set time 1000
  • summon a chicken
  • move chicken back and forth

Validation Data [20%]

• More of the same for the training data

Testing Data

• 2 "left-out" biome
• 2 Mob A + 2 Mob B

[KimJee]

Problem 1: It seems like in the forest biome, that there's a very similar color-mapping which might confuse our "raw-image-mapping from Malmo"

Grass severely hinders the color mapping ability, as the grass is a complete different color and will obfuscate the mob's colored silhouette