SOTAVerified

Playing the Game of 2048

Papers

Showing 5157 of 57 papers

TitleStatusHype
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-DecoderCode0
ImageNet Training in MinutesCode0
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP ModelsCode0
GShard: Scaling Giant Models with Conditional Computation and Automatic ShardingCode0
Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in GamesCode0
Genetic Algorithm-based Polar Code Construction for the AWGN ChannelCode0
Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Stochastic MuzeroAverage Score500,000Unverified
2AlphaZero (With Simulator)Average Score500,000Unverified
3MuZeroAverage Score300,000Unverified
4Beam SearchAverage Score1,024Unverified
5DQN (1000 episodes)Average Score256Unverified