MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces.
Marlesson R. O. SantanaLuckeciano C. MeloFernando H. F. CamargoBruno BrandãoAnderson SoaresRenan M. OliveiraSandor CaetanoPublished in: CoRR (2020)
Keyphrases
- theoretical framework
- probabilistic model
- computational model
- unified model
- formal model
- conceptual framework
- recommender systems
- modeling framework
- decision model
- theoretical analysis
- theoretical foundation
- experimental data
- main contribution
- modeling method
- user modeling
- mathematical framework
- generic model
- process model
- statistical model
- mathematical model
- neural network
- user profiles
- em algorithm
- collaborative filtering
- probability distribution
- social networks
- information retrieval