Intelligent control of vehicles: preliminary results on the application of learning automata techniques to automated highway system

نویسندگان

  • Cem Ünsal
  • John S. Bay
  • Pushkin Kachroo
چکیده

In this paper, we suggest an intelligent controller for an automated vehicle to plan its own trajectory based on sensor and communication data received. Our intelligent controller is based on an artificial intelligence technique called learning stochastic automata. The automaton can learn the best possible action to avoid collisions using the data received +om on-board sensors. The system has the advantage of being able to work in unmodeled stochastic environments. Simulations for the lateral control of a vehicle using this AI method provides encouraging results.

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تاریخ انتشار 1995