Data processing: artificial intelligence – Machine learning
Reexamination Certificate
2006-05-16
2006-05-16
Knight, Anthony (Department: 2121)
Data processing: artificial intelligence
Machine learning
Reexamination Certificate
active
07047224
ABSTRACT:
A determination of a sequence of actions is performed such that a sequence of states resulting from the sequence of actions is optimized using a prescribed optimization function. The optimization function includes a variable parameter with which it is possible to establish a risk relating to the resulting sequence of states based upon a prescribed state of the system.
REFERENCES:
patent: 5608843 (1997-03-01), Baird, III
patent: 6169981 (2001-01-01), Werbos
patent: 6336109 (2002-01-01), Howard
patent: 6581048 (2003-06-01), Werbos
Neuneier, R., et al.; “Enhancing Q-Learning for Optimal Asset Allocation”; Advances in Neural Information Processing Systems 10-Proceedings of the 1997 conference; 1997; pp. 936-942.
Gutjahr, W.J.; “Failure Risk Estimation via Markov Software Usage Models”; Proceedings of the 15thInternational Conference on Computer Safety, Reliability and Security, SAFECOMP; 1996; Oct. 23-25, 1996; pp. 183-192.
Aoki, Y.; “Evaluation and Optimization of Environment Planning Under the Risk-Aversion of Non-Repairable Damage”; Environmental Systems Planning Conference; Aug. 1-5, 1977; pp. 847-852.
Sutton, R.S.; “Learning to Predict by the Methods of Temporal Differences”; Machine Learning 3; 1998; pp. 9-43.
Heger, M.; “Risk and Reinforcement Learning: Concepts and Dynamic Programming”; Zentrum für Kognitionswissenschaften, Universitát of Bremen; 1995.
Bertsekas, D.P.; Dynamic Programming and Optimal Control; Chapter 5; 1995.
Mihatsch Oliver
Neuneier Ralf
Holmes Michael B.
Knight Anthony
Staas & Halsey , LLP
LandOfFree
Method and configuration for determining a sequence of... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Method and configuration for determining a sequence of..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method and configuration for determining a sequence of... will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-3598099