Multi-Objective Influence Diagrams with Possibly Optimal Policies.
Radu MarinescuAbdul RazakNic WilsonPublished in: AAAI (2017)
Keyphrases
- influence diagrams
- optimal policy
- decision problems
- multi objective
- evolutionary algorithm
- multi objective optimization
- dynamic programming
- markov decision processes
- reinforcement learning
- state space
- state dependent
- optimal strategy
- infinite horizon
- finite state
- multistage
- finite horizon
- objective function
- long run
- pareto optimal
- genetic algorithm
- multiple objectives
- nsga ii
- average reward
- sufficient conditions
- markov decision process
- control policies
- expected utility
- sensitivity analysis
- computational complexity
- extensive form games
- serial inventory systems
- partially observable markov decision processes
- partially observable
- lost sales
- average reward reinforcement learning
- multi criteria
- decision making