SOTAVerified

Playing the Game of 2048

Papers

Showing 1–25 of 57 papers

TitleStatusHype
PFGM++: Unlocking the Potential of Physics-Inspired Generative ModelsCode2
GSPMD: General and Scalable Parallelization for ML Computation GraphsCode2
Train Short, Test Long: Attention with Linear Biases Enables Input Length ExtrapolationCode2
On Reinforcement Learning for the Game of 2048Code1
Parallel Context Windows for Large Language ModelsCode1
Long Short-Term Transformer for Online Action DetectionCode1
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image HarmonizationCode1
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentationCode1
Planning in Stochastic Environments with a Learned ModelCode1
Efficient Human Pose Estimation via 3D Event Point CloudCode1
Optimistic Temporal Difference Learning for 2048Code1
Faster Person Re-IdentificationCode1
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANsCode1
DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification—0
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
A Hardware-Efficient ADMM-Based SVM Training Algorithm for Edge Computing—0
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects—0
Multi-Stage Temporal Difference Learning for 2048-like Games—0
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes—0
Accelerating Markov Random Field Inference with Uncertainty Quantification—0
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour—0
How to Memorize a Random 60-Bit String—0
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data—0
An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Stochastic MuzeroAverage Score500,000—Unverified
2AlphaZero (With Simulator)Average Score500,000—Unverified
3MuZeroAverage Score300,000—Unverified
4Beam SearchAverage Score1,024—Unverified
5DQN (1000 episodes)Average Score256—Unverified