As of this moment there are already various ideas on how to extend the Geometry Friends competition, which include:
- New level elements: this includes the addition of new level elements such as moving platforms, which can add another layer of challenge to the game;
- Level generation: would present participants with the challenge of developing algorithms for generating levels procedurally for the Geometry Friends game.
- Agent Believability: would consist of developing agents that would act in a humanly believable fashion.
- Human & AI Cooperation: would consist of developing a single AI agent (Square or Rectangle) capable of cooperating with a Human player. For this track agents will need to be able to effectively communicate with the Human player and predict his movements efficiently.