Multi-objective Optimization of Long-run Average and Total Rewards.
Tim QuatmannJoost-Pieter KatoenPublished in: CoRR (2020)
Keyphrases
- multi objective optimization
- long run
- average cost
- multi objective
- short run
- control policy
- evolutionary algorithm
- markov decision processes
- optimal policy
- genetic algorithm
- infinite horizon
- multi objective optimization problems
- expected cost
- differential evolution
- multiple objectives
- nsga ii
- pareto optimal
- multi objective genetic algorithm
- average reward
- bi objective
- reinforcement learning
- pareto optimal set
- multi objective evolutionary algorithms
- queueing networks
- multi objective genetic algorithms
- heavy traffic
- finite horizon
- complex optimization problems
- decision making
- exchange rate
- optimization algorithm
- np hard
- objective function