Keeping Dataset Biases out of the Simulation: A Debiased Simulator for Reinforcement Learning based Recommender Systems.
Jin HuangHarrie OosterhuisMaarten de RijkeHerke van HoofPublished in: RecSys (2020)
Keyphrases
- recommender systems
- reinforcement learning
- simulation model
- real robot
- simulation environment
- netflix prize
- simulation tool
- collaborative filtering
- simulation models
- learning algorithm
- simulation platform
- multi agent
- user modeling
- simulation tools
- robocup soccer
- benchmark datasets
- user preferences
- supervised learning
- optimal policy
- mathematical model
- information overload
- temporal difference
- relevance feedback
- mobile robot
- information retrieval
- qualitative differential equations