SOTAVerified

Playing the Game of 2048

Papers

Showing 4150 of 57 papers

TitleStatusHype
Decoder-tailored Polar Code Design Using the Genetic AlgorithmCode0
Genetic Algorithm-based Polar Code Construction for the AWGN ChannelCode0
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data0
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks0
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-DecoderCode0
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes0
An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario0
Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutesCode0
Seeded Ising Model and Statistical Natures of Human Iris Templates0
ImageNet Training in 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