Demonstration Guided Multi-Objective Reinforcement Learning.
Junlin LuPatrick MannionKarl MasonPublished in: CoRR (2024)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- particle swarm optimization
- multiobjective optimization
- nsga ii
- bi objective
- model free
- state space
- genetic algorithm
- evolutionary optimization
- multiple objectives
- pareto optimal
- objective function
- function approximation
- multi criteria
- temporal difference
- multiobjective evolutionary algorithm
- multi objective optimization problems
- conflicting objectives
- machine learning
- learning algorithm
- reinforcement learning algorithms
- multi objective evolutionary algorithms
- stochastic approximation
- markov decision processes
- optimal policy
- action selection
- multi agent
- optimal control
- temporal difference learning
- lower bound
- swarm intelligence
- policy search