Modeling treatment of ischemic heart disease with partially observable Markov decision processes.
Milos HauskrechtHamish FraserPublished in: AMIA (1998)
Keyphrases
- heart disease
- partially observable markov decision processes
- medical diagnosis
- planning under uncertainty
- finite state
- medical records
- dynamical systems
- medical practitioners
- reinforcement learning
- belief state
- markov decision processes
- state space
- dynamic programming
- lower bound
- stochastic domains
- search algorithm
- optimal policy
- belief space