Parameter Estimation of Multi-objective Reinforcement Learning to Reach Arbitrary Pareto Solution.
Ryosuke SaitakeSachiyo AraiPublished in: ICA (2016)
Keyphrases
- parameter estimation
- multi objective
- conflicting objectives
- reinforcement learning
- maximum likelihood
- multi objective optimization
- optimization algorithm
- evolutionary algorithm
- multiobjective optimization
- random fields
- model selection
- bi objective
- markov random field
- pareto optimal solutions
- expectation maximization
- em algorithm
- objective function
- multiple objectives
- least squares
- statistical models
- genetic algorithm
- parameter estimation algorithm
- optimization method
- maximum likelihood estimation
- parameters estimation
- model fitting
- parameter values
- approximate inference
- posterior distribution
- pareto optimal
- nsga ii
- closed form
- position estimation
- optimal solution
- parameter estimates
- data mining
- estimation problems
- high dimensional
- multicriteria optimization