Influence Landscapes - From Spatial to Conceptual Representations

نویسندگان

  • Luke Dicken
  • John Levine
چکیده

In this paper we will present the concept of the ”Influence Landscape”, an extension to the current ”Influence Map” or ”Artificial Potential Field” that is commonly used in AI for Games. Influence Maps have previously only been used purely in relation to a spatial representation of the world and have been used to guide the movement of agents, avoiding dangerous areas and being drawn to rewarding areas. We will describe an extension to this principle that allows the computationally efficient process to be applied across a conceptual space, allowing the agent to perform basic reasoning in this efficient manner.

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تاریخ انتشار 2011