Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL.
Baiting ZhuMeihua DangAditya GroverPublished in: CoRR (2023)
Keyphrases
- multi objective
- decision making
- multi objective optimization
- evolutionary algorithm
- multiobjective optimization
- optimization algorithm
- genetic algorithm
- reinforcement learning
- objective function
- multi criteria
- particle swarm optimization
- pareto optimal
- machine learning
- data mining
- multiple objectives
- real time
- nsga ii
- decision makers
- conflicting objectives
- computationally expensive
- state space
- multi objective optimization problems
- optimal policy
- optimum design
- multi objective evolutionary
- model free
- knapsack problem
- differential evolution
- markov decision processes
- neural network
- data sets