Playing 2048 With Reinforcement Learning
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The game of 2048 is a highly addictive game. It is easy to learn the game, but hard to master as the created game revealed that only about 1 hundreds million ever played have been won. In this paper, we would like to explore reinforcement learning techniques to win 2048. The approaches we have took include deep Q-learning and beam search, with beam search reaching 2048 28.5 of time.
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