SOTAVerified

Playing the Game of 2048

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 57 papers

TitleStatusHype
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification—0
A Parallel Algorithm for Exact Bayesian Structure Discovery in Bayesian Networks—0
Automatic Node Selection for Deep Neural Networks using Group Lasso Regularization—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification—0
Efficient Video Semantic Segmentation with Labels Propagation and Refinement—0
M6-T: Exploring Sparse Expert Models and Beyond—0
Multi-Stage Temporal Difference Learning for 2048-like Games—0
Objective-Based Hierarchical Clustering of Deep Embedding Vectors—0
The Economics of Orbit Use: Open Access, External Costs, and Runaway Debris Growth—0
Pathways: Asynchronous Distributed Dataflow for ML—0
Rapid Person Re-Identification via Sub-space Consistency Regularization—0
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network—0
Scalable Reverse Image Search Engine for NASAWorldview—0
Seeded Ising Model and Statistical Natures of Human Iris Templates—0
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization—0
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer—0
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead—0
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour—0
Playing 2048 With Reinforcement LearningCode0
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep LearningCode0
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain MappingCode0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
Mastering 2048 with Delayed Temporal Coherence Learning, Multi-Stage Weight Promotion, Redundant Encoding and Carousel ShapingCode0
Decoder-tailored Polar Code Design Using the Genetic AlgorithmCode0
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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