Sciweavers

Share
AGI
2011

Multigame Playing by Means of UCT Enhanced with Automatically Generated Evaluation Functions

8 years 2 months ago
Multigame Playing by Means of UCT Enhanced with Automatically Generated Evaluation Functions
General Game Playing (GGP) contest provides a research framework suitable for developing and testing AGI approaches in game domain. In this paper, we propose a new modification of UCT gametree analysis algorithm working in cooperation with a knowledge-free method of building approximate evaluation functions for GGP games. The process of function development consists of two stages: generalization and specification. Both stages are performed autonomously by the system and do not require human intervention of any kind. Effectiveness of the proposed method is proved in three exemplar games selected from the GGP games repository.
Karol Waledzik, Jacek Mandziuk
Added 24 Aug 2011
Updated 24 Aug 2011
Type Journal
Year 2011
Where AGI
Authors Karol Waledzik, Jacek Mandziuk
Comments (0)
books