Maciej Świechowski

A novel game playing based approach to the modeling and support of consensus reaching in a group of agents

2016

The paper concerns the problem of reaching consensus among agents in group decision making. A popular framework of individual preferences expressed as (fuzzy) preference relations is adopted. The consensus reaching process is assumed to be …

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 …