Research Article
Can we save near-dying games? An approach using advantage of initiative and game refinement measures
@INPROCEEDINGS{10.4108/eai.18-7-2019.2287539, author={Htun Pa Pa Aung and Mohd Nor Akmal Khalid}, title={Can we save near-dying games? An approach using advantage of initiative and game refinement measures}, proceedings={Proceedings of the 1st International Conference on Informatics, Engineering, Science and Technology, INCITEST 2019, 18 July 2019, Bandung, Indonesia}, publisher={EAI}, proceedings_a={INCITEST}, year={2019}, month={10}, keywords={refinement games atificial intelligence}, doi={10.4108/eai.18-7-2019.2287539} }- Htun Pa Pa Aung
Mohd Nor Akmal Khalid
Year: 2019
Can we save near-dying games? An approach using advantage of initiative and game refinement measures
INCITEST
EAI
DOI: 10.4108/eai.18-7-2019.2287539
Abstract
Games are attractive and engaging due to the complexity they pose to the player. Some games are complex enough which made them attractive to play. However, popular games would lose their attractiveness due to the large advantage of initiative. High-performance AI like AlphaZero suggests from their actual games played that advantage of the first player would become larger as the performance level increases. This implies that games with a large advantage of the initiative would lose their attractiveness due to the unfairness. This paper explores an innovative way to make a game stay attractive. A link between the advantage of initiative and performance level is investigated while using Scrabble AI. Using two measures: the advantage of initiative and game refinement, possible treatments are considered. The experimental results with Scrabble AI suggest that reduction of search space from 15x15 to 13x13 board size is a possible enhancement.