Battle Tetromino

Battle Tetromino is a spin on the classic Tetris game where various powerups can be employed to wreck havoc on the opponent's game board.

Features:

1. Local Player vs Player
2. Local Player vs AI
3. Online Multiplayer and Chatroom
4. AI Demo Play
5. Single Player

Genetic Algorithm

The machine modes were trained with ~ 30 generations using a genetic algorithm which assessed children from generation x with a fitness function and mutation operator using supervised heuristic optimization.

^{Machine Algorithm after 24 hours: reached score of 61,000,000 and cleared 7000 lines}

Websocket Multiplayer

Used a low-latency message queue optimization on the websocket connection to eliminate 95% of game play delays