SOTAVerified

Playing the Game of 2048

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 57 papers

TitleStatusHype
Playing 2048 With Reinforcement LearningCode0
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization—0
Interference Cancellation Based Channel Estimation for Massive MIMO Systems with Time Shifted Pilots—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects—0
DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification—0
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer—0
Accelerating Markov Random Field Inference with Uncertainty Quantification—0
Multi-Stage Temporal Difference Learning for 2048-like Games—0
Objective-Based Hierarchical Clustering of Deep Embedding Vectors—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
The Economics of Orbit Use: Open Access, External Costs, and Runaway Debris Growth—0
Automatic Node Selection for Deep Neural Networks using Group Lasso Regularization—0
A Parallel Algorithm for Exact Bayesian Structure Discovery in Bayesian Networks—0
Pathways: Asynchronous Distributed Dataflow for ML—0
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification—0
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead—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
You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments—0
Rapid Person Re-Identification via Sub-space Consistency Regularization—0
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network—0
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks—0
Scalable Reverse Image Search Engine for NASAWorldview—0
M6-T: Exploring Sparse Expert Models and Beyond—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