Alpha Jump

High-performance AI for the board game Jump Sturdy.
Developed as part of course work (and beyond) by students at TU Berlin.

Structure

• .github/workflows GitHub Actions for automatic unit testing
• app web app
• jump-sturdy-ai Jump Sturdy AI
  • pom.xml Maven configuration
  • src
    • main main files
      • java Java files
        • app human-AI gameplay
        • benchmark benchmarking of algorithms
          • simulation game simulations
        • communication communication with a game server
        • debug algorithms for debugging
        • game actual game logic
        • search algorithms for optimising gameplay
          • ab alpha-beta pruning
          • mcts_lib Monte Carlo tree search for generating an opening book
          • mcts Monte Carlo tree search
          • optimisation algorithms for parameter optimisation
      • resources resource files
    • test JUnit tests