Lexicographic Multi-Objective Reinforcement Learning.
Joar SkalseLewis HammondCharlie GriffinAlessandro AbatePublished in: CoRR (2022)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- multiobjective optimization
- reinforcement learning algorithms
- particle swarm optimization
- multiple objectives
- function approximation
- state space
- evolutionary optimization
- objective function
- conflicting objectives
- genetic algorithm
- pareto optimal
- multi objective optimization problems
- model free
- nsga ii
- bi objective
- machine learning
- robotic control
- markov decision processes
- learning algorithm
- optimal policy
- multi agent
- learning process
- multi objective evolutionary
- multiobjective evolutionary algorithm
- temporal difference learning
- trade off
- function approximators
- multi objective evolutionary algorithms
- dynamic programming
- supervised learning
- optimization problems
- multi criteria
- swarm intelligence
- optimal control
- multiple criteria
- neural network