CONSEQUENCES - Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems.
Olivier JeunenThorsten JoachimsHarrie OosterhuisYuta SaitoFlavian VasilePublished in: RecSys (2022)
Keyphrases
- sequential decision making
- recommender systems
- causal models
- decision problems
- reinforcement learning
- interactive dynamic influence diagrams
- influence diagrams
- collaborative filtering
- user profiles
- learning algorithm
- user preferences
- expected utility
- decision making
- temporal difference
- sensitivity analysis
- directed acyclic graph
- evolutionary algorithm
- neural network
- case based reasoning
- function approximation
- np hard