2048 AI
AI Status — MCTS + Macro Strategy
Current move —
MCTS iterations —
Visits (L / U / R / D) —
Macro alignment —
Heuristic score —
Macro strategy: Keep the largest tiles in the bottom row, with the single largest tile in the bottom-right corner. Bottom row should be non-decreasing left → right.
Micro strategy: Monte Carlo Tree Search (MCTS). Rollouts and leaf evaluation use a custom score that heavily rewards states that preserve the macro pattern (plus empty cells, monotonicity, smoothness).
Goal: Reach the 65536 tile. The AI will play automatically. Use speeds to trade thinking depth for animation speed. In manual mode you can play yourself.