Playing the Game of 2048 on The Game of 2048

Metric: Average Score (higher is better)

LeaderboardDataset

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#	Model↕	Average Score▼	Extra Data	Paper	Date↕	Code
1	Stochastic Muzero	500000	No	-	-	Code
2	AlphaZero (With Simulator)	500000	No	-	-	Code
3	MuZero	300000	No	-	-	Code
4	Beam Search	1024	No	Playing 2048 With Reinforcement Learning	2021-10-20	Code
5	DQN (1000 episodes)	256	No	Playing 2048 With Reinforcement Learning	2021-10-20	Code

#1Stochastic Muzero
500000
Average Score
No paperCode
#2AlphaZero (With Simulator)
500000
Average Score
No paperCode
#3MuZero
300000
Average Score
No paperCode
#4Beam SearchSOTA
1024
Average Score· 2021-10-20
Playing 2048 With Reinforcement Learning Code
#5DQN (1000 episodes)
256
Average Score· 2021-10-20
Playing 2048 With Reinforcement Learning Code