SOTAVerified

Game of Go

Go is an abstract strategy board game for two players, in which the aim is to surround more territory than the opponent. The task is to train an agent to play the game and be superior to other players.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 62 papers

TitleStatusHype
Learning and Planning in Complex Action SpacesCode0
Batch Monte Carlo Tree Search—0
Conservative Optimistic Policy Optimization via Multiple Importance SamplingCode0
Derived metrics for the game of Go -- intrinsic network strength assessment and cheat-detectionCode0
Mobile Networks for Computer Go—0
The Computational Limits of Deep LearningCode0
The Go Transformer: Natural Language Modeling for Game Play—0
Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning—0
Multi-step Greedy Reinforcement Learning Algorithms—0
Multi-step Greedy Policies in Model-Free Deep Reinforcement Learning—0
MoET: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees—0
Playing Go without Game Tree Search Using Convolutional Neural Networks—0
Designing Game of Theorems—0
Building a Computer Mahjong Player via Deep Convolutional Neural Networks—0
Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning—0
ELF OpenGo: An Analysis and Open Reimplementation of AlphaZeroCode0
A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of Go—0
Comparing Knowledge-based Reinforcement Learning to Neural Networks in a Strategy Game—0
PFML-based Semantic BCI Agent for Game of Go Learning and Prediction—0
Meta-modeling game for deriving theoretical-consistent, micro-structural-based traction-separation laws via deep reinforcement learning—0
Pressure Predictions of Turbine Blades with Deep Learning—0
What do we need to build explainable AI systems for the medical domain?—0
FML-based Dynamic Assessment Agent for Human-Machine Cooperative System on Game of GoCode0
First-spike based visual categorization using reward-modulated STDP—0
A Popperian Falsification of Artificial Intelligence -- Lighthill Defended—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AlphaGo ZeroELO Rating5,185—Unverified