Adapting Game-Playing Agents to Game Requirements

We examine the problem of self-adaptation in game-playing agents as the game requirements evolve incrementally. The goal of our current work is to develop an interactive environment in which the game designer generates requirements for a new version of a game, and the legacy software agents from previous versions of the game adapt themselves to the new game requirements. We are developing and testing our metareasoning technique for adapting a game-playing agents in Freeciv, a mature program in the domain of turn-based, multi-player strategy games. In this paper, we first present an analysis of adaptations to FreeCiv, next describe our general approach, and then describe a specific adaptation scenario,

• Type: Conference
• Year: 2009
• Where: AIIDE
• Authors: Joshua Jones, Chris Parnin, Avik Sinharoy, Spencer Rugaber, Ashok K. Goel
• Keywords: AIIDE 2009, Artificial Intelligence, Designer Generates Requirements, Game Requirements, Game-playing Agents