• Sequential
diagnostic reasoning systems
• Probability distributions over entities of
interest
• Expected value of evaluating new
observations
• Typical to have idle time between
recommendations
• Harness continual
computation to precompute
probability distributions and recommendations
Example: Value of
Information in
Decision-Theoretic
Diagnostic Systems
Eric Horvitz, April 5, 2003
Horvitz, 99