Reproducibility of Multi-Objective Reinforcement Learning Recommendation: Interplay between Effectiveness and Beyond-Accuracy Perspectives.
Vincenzo PaparellaVito Walter AnelliLudovico BorattoTommaso Di NoiaPublished in: RecSys (2023)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- high accuracy
- genetic algorithm
- collaborative filtering
- highly accurate
- computational cost
- computational efficiency
- prediction accuracy
- state space
- markov decision processes
- nsga ii
- neural network
- recommendation algorithms
- multiobjective optimization
- decision makers
- recommendation systems
- pareto optimal
- particle swarm optimization
- classification accuracy
- recommender systems
- learning process
- machine learning