Adaptive objective selection for correlated objectives in multi-objective reinforcement learning.
Tim BrysKristof Van MoffaertAnn NowéMatthew E. TaylorPublished in: AAMAS (2014)
Keyphrases
- multi objective
- multiple objectives
- conflicting objectives
- reinforcement learning
- multi objective evolutionary algorithms
- pareto optimal solutions
- multi objective optimization
- pareto fronts
- evolutionary algorithm
- optimization algorithm
- multiobjective optimization
- multiobjective evolutionary algorithms
- learning capabilities
- particle swarm optimization
- objective function
- pareto optimal
- multi objective problems
- evolutionary optimization
- machine learning
- function approximation
- multi criteria
- bi objective
- adaptive control
- multiobjective evolutionary algorithm
- trade off
- model free
- state space
- nsga ii
- multi objective optimization problems
- transfer learning
- dynamic programming
- learning process
- selection strategy
- highly correlated
- optimal policy
- knapsack problem
- genetic algorithm
- markov decision processes