Langdon, WB and Poli, R (2005) CSM-423 - Evolutionary Solo Pong Players. UNSPECIFIED. CSM-423, University of Essex, Colchester.
Langdon, WB and Poli, R (2005) CSM-423 - Evolutionary Solo Pong Players. UNSPECIFIED. CSM-423, University of Essex, Colchester.
Langdon, WB and Poli, R (2005) CSM-423 - Evolutionary Solo Pong Players. UNSPECIFIED. CSM-423, University of Essex, Colchester.
Abstract
An Internet Java Applet http://www.cs.essex.ac.uk/staff/poli/ SoloPong/ allows users anywhere to play the Solo Pong game. We compare people?s performance to a hand coded ?Optimal? player and programs automatically produced by artificial intelligence. The AI techniques are: genetic programming, including a hybrid of GP and a human designed algorithm, and a particle swarm optimiser. The AI approaches are not fine tuned. GP and PSO find good players. Evolutionary computation (EC) is able to beat both human designed code and human players.
| Item Type: | Monograph (UNSPECIFIED) |
|---|---|
| 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: | 27 Feb 2014 11:52 |
| Last Modified: | 16 May 2024 18:53 |
| URI: | http://repository.essex.ac.uk/id/eprint/8685 |
Available files
Filename: csm-423.pdf