2048-solver and TDL2048
About 2048-solver
qpwoeirut/2048-solver
A set of AIs for the 2048 tile-merging game. Includes an expectimax strategy that reaches 16384 with 34.6% success and an ML model trained with temporal difference learning.
This project offers various AI strategies designed to play the popular 2048 tile-merging game. It takes the current game board as input and determines the optimal next move. This tool is for game enthusiasts, AI researchers, or competitive players interested in understanding and applying advanced game-playing algorithms.
About TDL2048
moporgic/TDL2048
The Most Efficient Temporal Difference Learning Framework for 2048
This is a specialized framework for researchers and AI developers focused on the game 2048. It provides highly optimized algorithms for training AI agents to play 2048, taking in game states and producing optimal moves. The output is an AI agent capable of achieving state-of-the-art scores and tile reach rates, useful for those pushing the boundaries of reinforcement learning in game AI.
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