Conciliator steering: Imposing user preference in multi-objective reinforcement learning.
Sara PyyköläKlavdiya O. BocheninaLaura RuotsalainenPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- user preferences
- multi objective
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- user behavior
- optimization algorithm
- recommender systems
- function approximation
- objective function
- particle swarm optimization
- nsga ii
- collaborative filtering
- user profiles
- multiple objectives
- learning algorithm
- recommendation systems
- state space
- genetic algorithm
- making recommendations
- preference models
- preference model
- markov decision processes
- social influence
- conflicting objectives
- multi objective optimization problems
- collaborative recommendation
- user feedback
- multi criteria
- user behaviour
- multiple criteria
- user interests
- optimal policy
- dynamic programming