Qualitative Possibilistic Mixed-Observable MDPs.
Nicolas DrougardFlorent Teichteil-KönigsbuchJean-Loup FargesDidier DuboisPublished in: CoRR (2013)
Keyphrases
- possibility theory
- markov decision processes
- reinforcement learning
- quantitative and qualitative
- possibility distributions
- possibilistic logic
- state space
- expected utility
- uncertain knowledge
- factored mdps
- probability theory
- qualitative reasoning
- finite state
- qualitative and quantitative
- incomplete information
- optimal policy
- dynamic programming
- average reward
- planning under uncertainty
- semi markov decision processes
- expected utility theory
- machine learning
- decision diagrams
- markov decision problems
- qualitative simulation
- policy iteration
- markov decision process
- partially observable
- qualitative models
- fuzzy numbers
- least squares