Multi-model approach for predicting the value function in the game of Heathstone: Heroes of Warcraft.
Alexander Morgun · Annals of Computer Science and Information Systems · 2017
This document describes the problem presented at AAIA'17 Data Mining Challenge and my approach to solving it.In terms of reinforcement learning the task was to build an algorithm that predicts a value function for the game of Hearthstone: Heroes of Warcraft.I used an ensemble of 85 models trained on different features to build the final solution which scored the 36th place on the final leaderboard.