Teleological Software Adaptation
Joshua K. Jones, Chris Parnin, Avik Sinharoy, Spencer Rugaber, Ashok Kumar Goel · 2009
We examine the use of teleological metareasoning for self-adaptation in game-playing software agents. The goal of our 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 game-playing agents in Freeciv, a mature program in the domain of turn-based, multi-player strategy games (www.freeciv.wikia.com). In this paper, we first present an analysis of adaptations to FreeCiv, next describe our general approach, and then describe a specific adaptation scenario.