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Board Games

5 papers with code · Playing Games

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Greatest papers with code

Move Evaluation in Go Using Deep Convolutional Neural Networks

20 Dec 2014jmgilmer/GoCNN

The game of Go is more challenging than other board games, due to the difficulty of constructing a position or move evaluation function.

GAME OF GO

The Text-Based Adventure AI Competition

3 Aug 2018Microsoft/nail_agent

In 2016, 2017, and 2018 at the IEEE Conference on Computational Intelligence in Games, the authors of this paper ran a competition for agents that can play classic text-based adventure games.

BOARD GAMES

Monte Carlo Q-learning for General Game Playing

16 Feb 2018FrankPortman/stannis

GGP problems can be solved by reinforcement learning.

BOARD GAMES Q-LEARNING

Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning

4 Feb 2019dazcona/obstacletower

The rapid pace of research in Deep Reinforcement Learning has been driven by the presence of fast and challenging simulation environments.

BOARD GAMES

Assessing the Potential of Classical Q-learning in General Game Playing

14 Oct 2018wh1992v/ggp-rl

For small games, simple classical table-based Q-learning might still be the algorithm of choice.

BOARD GAMES Q-LEARNING