Multi-objective ω-Regular Reinforcement Learning.
Ernst Moritz HahnMateo PerezSven ScheweFabio SomenziAshutosh TrivediDominik WojtczakPublished in: Formal Aspects Comput. (2023)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiple objectives
- multiobjective optimization
- objective function
- particle swarm optimization
- multi objective optimization problems
- genetic algorithm
- pareto optimal
- function approximation
- evolutionary optimization
- reinforcement learning algorithms
- nsga ii
- learning algorithm
- state space
- learning process
- multi agent
- multi criteria
- learning classifier systems
- multiobjective evolutionary algorithm
- model free
- transition model
- conflicting objectives
- robotic control
- data sets
- temporal difference learning
- temporal difference
- action selection
- scheduling problem
- markov decision processes