Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation.
Huixin ZhanYongcan CaoPublished in: CoRR (2019)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- genetic algorithm
- semantic association
- semantic knowledge
- semantic information
- optimal policy
- nsga ii
- function approximation
- generation process
- multiobjective optimization
- semantic web
- domain specific
- evolutionary optimization
- trade off
- natural language
- objective function
- multi agent
- reinforcement learning algorithms
- model free
- semantic description
- machine learning
- conflicting objectives
- multiple objectives
- knowledge base
- state space
- particle swarm optimization
- semantic analysis
- semantic representation
- dynamic programming
- multiobjective evolutionary algorithm
- multi objective optimization problems
- mobile robot
- function approximators
- utility function
- markov decision processes
- semantic network
- action selection
- optimal control
- pareto optimal
- semantic web technologies