Internalized plans: A representation for action resources

  • Authors:
  • David W. Payton

  • Affiliations:
  • -

  • Venue:
  • Robotics and Autonomous Systems
  • Year:
  • 1990

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Abstract

In the ongoing pursuit to produce intelligent autonomous agents that can operate in real world environments, emerging concepts about the relationships between planning and action are inspiring new alternatives in plan representation. The simple yet elusive concept that plans must serve as resources for action rather than as programs for action has significant ramifications. In this paper we examine methods for compiling world knowledge into forms which serve only to enhance performance, rather than to dictate a specific course of action. We present the notion of internalized plans, which can be thought of as representations that allow the raw results of search in any abstract state space to be made available for direct use within continuous real-time decision-making processes. In the case of map-based plans, we find that by abandoning the notion that a specific path must be defined by a route plan we are free to make direct use of the map data and search results that are normally used to generate route plans. As a result of this simple change in outlook, we can more easily solve problems requiring opportunistic reaction to unexpected changes in the environment.