Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning.
Arina BuzdalovaAnna MatveevaGeorgiy KorneevPublished in: GECCO (Companion) (2015)
Keyphrases
- multi objective
- multiple objectives
- reinforcement learning
- conflicting objectives
- multi objective optimization
- evolutionary algorithm
- pareto optimal solutions
- multi objective evolutionary algorithms
- optimization algorithm
- multiobjective evolutionary algorithms
- multiobjective optimization
- function approximation
- objective function
- particle swarm optimization
- evolutionary optimization
- genetic algorithm
- selection algorithm
- model free
- pareto optimal
- multi agent
- nsga ii
- multi criteria
- fitness function
- reinforcement learning algorithms
- optimal policy
- state space
- temporal difference learning
- learning algorithm
- markov decision processes
- trade off
- decision making
- optimum design