Ebook: Decision Processes in Dynamic Probabilistic System
Author: Adrian V. Gheorghe (auth.)
- Tags: Probability Theory and Stochastic Processes, Operations Research/Decision Theory, Systems Theory Control
- Series: Mathematics and its Applications (East European Series) 42
- Year: 1990
- Publisher: Springer Netherlands
- Edition: 1
- Language: English
- pdf
Content:
Front Matter....Pages i-xvii
Semi-Markov and Markov Chains....Pages 1-104
Dynamic and Linear Programming....Pages 105-114
Utility Functions and Decisions Under Risk....Pages 115-128
Markovian Decision Processes (Semi-Markov and Markov) with Complete Information (Completely Observable)....Pages 129-186
Partially Observable Markovian Decision Processes....Pages 187-260
Policy Constraints in Markov Decision Processes....Pages 261-295
Applications....Pages 296-343
Back Matter....Pages 344-354
Content:
Front Matter....Pages i-xvii
Semi-Markov and Markov Chains....Pages 1-104
Dynamic and Linear Programming....Pages 105-114
Utility Functions and Decisions Under Risk....Pages 115-128
Markovian Decision Processes (Semi-Markov and Markov) with Complete Information (Completely Observable)....Pages 129-186
Partially Observable Markovian Decision Processes....Pages 187-260
Policy Constraints in Markov Decision Processes....Pages 261-295
Applications....Pages 296-343
Back Matter....Pages 344-354
....
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