Lexicographic Multi-Objective Reinforcement Learning.
Joar SkalseLewis HammondCharlie GriffinAlessandro AbatePublished in: IJCAI (2022)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- genetic algorithm
- objective function
- multiple objectives
- particle swarm optimization
- function approximation
- reinforcement learning algorithms
- evolutionary optimization
- multiobjective optimization
- bi objective
- temporal difference
- multi criteria
- temporal difference learning
- multi objective optimization problems
- nsga ii
- markov decision processes
- state space
- dynamic programming
- multiagent evolutionary algorithm
- combinatorial optimization
- model free
- multi agent reinforcement learning
- conflicting objectives
- function approximators
- multi objective evolutionary
- multiobjective evolutionary algorithm
- preference models
- multi objective problems
- learning algorithm
- reinforcement learning methods
- learning process
- learning problems
- optimization problems
- transfer learning
- multiple criteria
- learning classifier systems
- evolutionary computation
- machine learning
- optimal control