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EVOW
2009
Springer

Evolving Teams of Cooperating Agents for Real-Time Strategy Game

10 years 2 months ago
Evolving Teams of Cooperating Agents for Real-Time Strategy Game
We apply gene expression programing to evolve a player for a real-time strategy (RTS) video game. The paper describes the game, evolutionary encoding of strategies and the technical implementation of experimental framework. In the experimental part, we compare two setups that differ with respect to the used approach of task decomposition. One of the setups turns out to be able to evolve an effective strategy, while the other leads to more sophisticated yet inferior solutions. We discuss both the quantitative results and the behavioral patterns observed in the evolved strategies.
Pawel Lichocki, Krzysztof Krawiec, Wojciech Jaskow
Added 24 Jul 2010
Updated 24 Jul 2010
Type Conference
Year 2009
Where EVOW
Authors Pawel Lichocki, Krzysztof Krawiec, Wojciech Jaskowski
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