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Board Games

8 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

Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data

19 Aug 2019QueensGambit/CrazyAra

Crazyhouse is a game with a higher branching factor than chess and there is only limited data of lower quality available compared to AlphaGo.

BOARD GAMES

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

A0C: Alpha Zero in Continuous Action Space

24 May 2018jeapostrophe/monaco

A core novelty of Alpha Zero is the interleaving of tree search and deep learning, which has proven very successful in board games like Chess, Shogi and Go.

BOARD GAMES SELF-DRIVING CARS

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

4 Feb 2019dazcona/obstacletower

Unlike other benchmarks such as the Arcade Learning Environment, evaluation of agent performance in Obstacle Tower is based on an agent's ability to perform well on unseen instances of the environment.

ATARI GAMES 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

Regular Boardgames

8 Jun 2017marekesz/rbg1.0

We propose a new General Game Playing (GGP) language called Regular Boardgames (RBG), which is based on the theory of regular languages.

BOARD GAMES