Multi-objective Optimization of Notifications Using Offline Reinforcement Learning.
Prakruthi PrabhakarYiping YuanGuangyu YangWensheng SunAjith MuralidharanPublished in: KDD (2022)
Keyphrases
- multi objective optimization
- reinforcement learning
- multi objective
- evolutionary algorithm
- genetic algorithm
- differential evolution
- multi objective optimization problems
- function approximation
- pareto optimal
- multiple objectives
- multi objective genetic algorithm
- nsga ii
- hybrid evolutionary algorithm
- multi objective genetic algorithms
- learning algorithm
- state space
- optimal policy
- bi objective
- multi objective evolutionary algorithms
- decision making
- multi objective optimisation
- pareto dominance
- pareto optimal solutions
- mobile applications
- multiobjective optimization
- dynamic programming
- optimization problems
- particle swarm optimization
- publish subscribe
- crossover and mutation
- optimal solution
- objective function
- optimization algorithm
- shortest path
- pareto frontier
- evolutionary computation