Browse > Playing Games > Board Games > Game of Chess

Game of Chess

4 papers with code · Playing Games
Subtask of Board Games

Chess is a two-player strategy board game played on a chessboard, a checkered gameboard with 64 squares arranged in an 8×8 grid. The idea of making a machine that could beat a Grandmaster human player was a fascination in the artificial community for decades. Famously IBM's DeepBlue beat Kasparov in the 1990s. More recently more human-like approaches such as AlphaZero have appeared.

Leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

5 Dec 2017leela-zero/leela-zero

The game of chess is the most widely-studied domain in the history of artificial intelligence.

GAME OF CHESS GAME OF GO GAME OF SHOGI

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

19 Nov 2019johan-gras/MuZero

When evaluated on Go, chess and shogi, without any knowledge of the game rules, MuZero matched the superhuman performance of the AlphaZero algorithm that was supplied with the game rules.

ATARI GAMES GAME OF CHESS GAME OF GO GAME OF SHOGI

Giraffe: Using Deep Reinforcement Learning to Play Chess

4 Sep 2015saikrishna-1996/deep_pepper_chess

This report presents Giraffe, a chess engine that uses self-play to discover all its domain-specific knowledge, with minimal hand-crafted knowledge given by the programmer.

GAME OF CHESS

DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess

27 Nov 2017dangeng/DeepChess

We present an end-to-end learning method for chess, relying on deep neural networks.

FEATURE SELECTION GAME OF CHESS