Multi-Objective Reinforcement Learning for Designing Ethical Environments.
Manel Rodriguez-SotoMaite López-SánchezJuan A. Rodríguez-AguilarPublished in: IJCAI (2021)
Keyphrases
- multi objective
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- function approximation
- evolutionary optimization
- state space
- multi objective optimization problems
- conflicting objectives
- reinforcement learning algorithms
- multiobjective optimization
- nsga ii
- objective function
- genetic algorithm
- optimal policy
- trade off
- complex environments
- real world
- multi agent environments
- optimum design
- robotic control
- multi objective evolutionary algorithms
- bi objective
- machine learning
- temporal difference
- model free
- multi criteria
- multiple objectives
- markov decision processes
- dynamic environments
- multi agent
- pareto optimal
- learning classifier systems
- reinforcement learning methods
- optimal control
- ethical issues
- multiobjective evolutionary algorithm
- decision making
- multi objective evolutionary