Gravwell

Gravwell board
  • Boardgame, 2-4 players
  • Move in direction of the closest ship
  • Play Cards to move
    • Type
    • Value
    • Name
  • Important game phases:
    • Draft
    • Play
    • Resolve
      • Emergency stop (ES)

AI-Aspect

  • Decision making
  • Learning

  • Implemented through:

    • Reinforcement Learning (RL)
    • Neural Evolution (NE)
    • Decision Tree
    • Random AI
    • No-ES Random AI

AI Statistics

Our goal: win from random AI
allrand allrand VS Rnes
allrand VS RL allrand VS Sym

NB: NE does not significantly improve over random AI

AI Statistics

Interestingly:

allRL VS NE

NE holds its own against RL