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Meet Grail


greater joy (and menace) in an altogether
more challenging gaming experience

Mission #1

deliver cutting-edge AI solutions to game developers

Meet grail

a multi-platform, component-based universal engine
for embedding advanced artificial intelligence in video games

Meet Grail


This is an R&D project to apply cutting-edge techniques from various areas of the ongoing research within the Artificial Intelligence (AI) fields.

We believe that it is right time to adapt formal methods to the new environment of video games.

The main usage of the AI will be to equip actors, groups of actors or even whole sides with realistic sophisticated behavior.

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Decision making algorithms for board or card games

Author: Piotr Beling

Decision making algorithm is an algorithm which tries to calculate the best move possible to make in a given position in a game. In other words, for given input position, it points the move which is possible the best one.

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Could you train your vacuum cleaner like your dog?

Author: Tomasz Tajmajer

Artificial intelligence methods are often perceived as extremely complicated and understandable only by people that graduated computer science. The idea of an electronic device that, by itself,  learns how to behave still seems to be very futuristic. In fact, we have many “smart” devices around us, but many of them are not smarter than a motion-based light switch…

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Nature-Inspired Algorithms

Author: Maciej Świechowski Ph.D.

“Look deep into nature, and then you will understand everything better” – Albert Einstein

Since ancient times, nature has been serving as inspiration for humans in the shaping of our civilization and culture. A plethora of brilliant inventions happened just through careful observation of nature…

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How Machine Learning can improve AI in Hearthstone: Heroes of Warcraft

Author: Andrzej Janusz

This paper reviews different applications of machine learning techniques in a development of AI player for a collectible card video game Hearthstone: Heroes of Warcraft.

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