Lucas, SM and Rohlfshagen, P and Perez, D (2012) Towards more intelligent adaptive video game agents. In: Proceedings of the 9th conference on Computing Frontiers - CF '12, ? - ?.
Lucas, SM and Rohlfshagen, P and Perez, D (2012) Towards more intelligent adaptive video game agents. In: Proceedings of the 9th conference on Computing Frontiers - CF '12, ? - ?.
Lucas, SM and Rohlfshagen, P and Perez, D (2012) Towards more intelligent adaptive video game agents. In: Proceedings of the 9th conference on Computing Frontiers - CF '12, ? - ?.
Abstract
This paper provides a computational intelligence perspective on the design of intelligent video game agents. The paper explains why this is an interesting area to research, and outlines the most promising approaches to date, including evolution, temporal difference learning and Monte Carlo Tree Search. Strengths and weaknesses of each approach are identified, and some research directions are outlined that may soon lead to significantly improved video game agents with lower development costs.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Published proceedings: _not provided_ - Notes: |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 19 Oct 2012 22:14 |
| Last Modified: | 16 May 2024 18:57 |
| URI: | http://repository.essex.ac.uk/id/eprint/4120 |