The Use of Intelligently Controlled Simulation to Predict a Machine's Long-Term Behavior

Abstract

I present algorithms for automated long-term behavior prediction which can recognize when a simulation has run long enough to produce a representative behavior sample, characterize the behavior, and determine whether this behavior will continue forever, or eventually terminate or otherwise change its charader. I have implemented these algorithms in a working program which does longterm behavior prediction for mechanical devices.

Cite

Text

Gelsey. "The Use of Intelligently Controlled Simulation to Predict a Machine's Long-Term Behavior." AAAI Conference on Artificial Intelligence, 1991. doi:10.3109/00016488109138550

Markdown

[Gelsey. "The Use of Intelligently Controlled Simulation to Predict a Machine's Long-Term Behavior." AAAI Conference on Artificial Intelligence, 1991.](https://mlanthology.org/aaai/1991/gelsey1991aaai-use/) doi:10.3109/00016488109138550

BibTeX

@inproceedings{gelsey1991aaai-use,
  title     = {{The Use of Intelligently Controlled Simulation to Predict a Machine's Long-Term Behavior}},
  author    = {Gelsey, Andrew},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {1991},
  pages     = {880-887},
  doi       = {10.3109/00016488109138550},
  url       = {https://mlanthology.org/aaai/1991/gelsey1991aaai-use/}
}