Andrzej Janusz

Utilizing Hybrid Information Sources to Learn Representations of Cards in Collectible Card Video Games

2018

We investigate the problem of learning representations of cards in collectible card video games. Our goal is to utilize such representations in modeling contextual similarity between cards. When constructed appropriately, such similarity models can offer …

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

2018 · arXiv (Cornell University)

We investigate the impact of supervised prediction models on the strength and efficiency of artificial agents that use the Monte-Carlo Tree Search (MCTS) algorithm to play a popular video game Hearthstone: Heroes of Warcraft. We …