Title:
【発明の名称】ルールベースデータ処理装置のための行動予測
Document Type and Number:
Japanese Patent JPH10510083
Kind Code:
A
Abstract:
An RTA or similar rule-based agent (102) is enabled to construct a virtual simulation of its environment by the provision of an internal prediction module (100). The prediction module comprises a rule population run in tandem with the population (106) defining the agent behaviors. The prediction module rules represent predictions of agent behavior state changes and their accuracy is periodically checked (110), with more accurate rules being assigned a higher fitness rating. A genetic algorithm (108) defines mutation operators by which further rules are evolved from those having the highest fitness. When a predetermined level of fitness (prediction accuracy) is achieved, the prediction module rules provide (116) a virtual simulation of the environment to the agent behaviors by direct control in place of external (real world) stimuli.
Inventors:
Wavish Peter Roy
Application Number:
JP51325696A
Publication Date:
September 29, 1998
Filing Date:
September 19, 1996
Export Citation:
Assignee:
Philips Electronics Nemrose Fennaught Shap
International Classes:
G06F9/44; G06N3/12; G06N5/04; (IPC1-7): G06F9/44
Attorney, Agent or Firm:
Akihide Sugimura (6 others)