Fuzzy optimality relation for perceptive MDPs - the average case.
Masami KuranoMasami YasudaJun-ichi NakagamiYuji YoshidaPublished in: Fuzzy Sets Syst. (2007)
Keyphrases
- average case
- markov decision processes
- worst case
- average cost
- uniform distribution
- worst case analysis
- fuzzy sets
- learning curves
- reinforcement learning
- sample complexity bounds
- state space
- optimal solution
- finite state
- average reward
- optimal policy
- vc dimension
- theoretical analysis
- linear programming
- decision problems
- shape analysis
- upper bound
- dynamic programming
- np hard
- multi agent