Genetic Programming & Games

Evolved to Win, a book by Moshe Sipper.

For more information on a specific paper see publications page
For a recent survey read Let the Games Evolve!

• General
  • Designing an evolutionary strategizing machine for game playing and beyond
  • Evolutionary games
  • Evolving game-playing strategies with genetic programming
  • Genetic and evolutionary algorithms and programming: General introduction and application to game playing
  • Genetic Programming and Evolvable Machines: Special Section on Evolutionary Computation in Games
  • Let the Games Evolve!
• Backgammon
  • GP-Gammon: Genetically programming backgammon players
  • GP-Gammon: Using genetic programming to evolve backgammon players
• Chess
  • Emergence of complex strategies in the evolution of chess endgame players
  • Evolution of an efficient search algorithm for the mate-in-n problem in chess
  • GP-EndChess: Using genetic programming to evolve chess endgame players
• FreeCell
  • GA-FreeCell: Evolving solvers for the game of FreeCell
• Lose checkers
  • Evolving lose-checkers players using genetic programming
• RARS
  • GP-RARS: Evolving controllers for the Robot Auto Racing Simulator
• Robocode
  • GP-Robocode: Using genetic programming to evolve robocode players
• Robots
  • GP-Sumo: Using genetic programming to evolve sumobots
• Rush Hour
  • GP-Rush: Using genetic programming to evolve solvers for the Rush Hour puzzle