Equivalence Relations in Fully and Partially Observable Markov Decision Processes.
Pablo Samuel CastroPrakash PanangadenDoina PrecupPublished in: IJCAI (2009)
Keyphrases
- partially observable markov decision processes
- equivalence relation
- finite state
- rough set theory
- belief state
- dynamical systems
- reinforcement learning
- rough sets
- decision problems
- optimal policy
- dynamic programming
- state space
- markov decision processes
- binary relations
- granular computing
- planning problems
- multi agent
- infinite horizon
- numerical data
- optimal control
- decision trees
- special case
- fuzzy logic
- steady state
- markov chain