A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms
☆39Dec 27, 2022Updated 3 years ago
Alternatives and similar repositories for SlateQ
Users that are interested in SlateQ are comparing it to the libraries listed below
Sorting:
- Explore the potential of recommendation system using reinforcement learning☆15Apr 23, 2020Updated 5 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆30Jun 11, 2020Updated 5 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Nov 29, 2020Updated 5 years ago
- Variational Autoencoder for Collaborative Filtering implementation in TensorFlow☆24Jul 23, 2019Updated 6 years ago
- Materials for the "Recommender Systems through the lens of Decision Theory" tutorial delivered at the 30th Web Conference (WWW '21).☆11Apr 13, 2021Updated 4 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆24Mar 25, 2023Updated 2 years ago
- A toolkit of Reinforcement Learning based Recommendation (RL4Rec)☆28Apr 11, 2022Updated 3 years ago
- Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020…☆16Mar 24, 2023Updated 2 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 2 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- ☆13Sep 18, 2019Updated 6 years ago
- This is the pytorch implementation of the UAI2023 paper "A Trajectory is Worth Three Sentences: Multimodal Transformer for Offline Reinf…☆11Oct 9, 2023Updated 2 years ago
- code for the paper "Personalized Context-Aware Re-ranking for E-commerce Recommendation Systems"☆51Jan 23, 2019Updated 7 years ago
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆15Jul 22, 2021Updated 4 years ago
- learning to play atari games with reinforcement learning☆10Jan 4, 2016Updated 10 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆83Jan 5, 2020Updated 6 years ago
- ☆32Jul 4, 2022Updated 3 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- ☆50Feb 4, 2024Updated 2 years ago
- ☆15Sep 25, 2020Updated 5 years ago
- ☆15Oct 11, 2022Updated 3 years ago
- Determinantal point processes for basket recommendations☆16Jan 15, 2019Updated 7 years ago
- This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"☆15Jun 7, 2021Updated 4 years ago
- A reinforcement learning algorithm for the 2048 game☆20Mar 25, 2014Updated 11 years ago
- CuratorNet: Visually-aware Recommendation of Art Images☆13Dec 14, 2021Updated 4 years ago
- Recommendation System using Deep Q-Networks and Double Deep Q-Networks☆13May 23, 2020Updated 5 years ago
- Implementation of "Debiasing Item-to-Item Recommendations With Small Annotated Datasets" (RecSys '20)☆40Oct 13, 2020Updated 5 years ago
- Implementation of importance sampling, direct, and hybrid methods for off-policy evaluation.☆16Mar 28, 2020Updated 5 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Nov 2, 2017Updated 8 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆41Jan 2, 2023Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- This repository provides simulator codes for predicting and tracking popular discussion threads on Reddit☆20Sep 10, 2016Updated 9 years ago
- A Configurable Recommender Systems Simulation Platform☆782Jan 3, 2022Updated 4 years ago
- ☆18Jan 22, 2018Updated 8 years ago
- ☆19Sep 9, 2020Updated 5 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆234Feb 3, 2024Updated 2 years ago
- ☆47Apr 8, 2022Updated 3 years ago
- ☆23Oct 20, 2023Updated 2 years ago
- ☆19Oct 7, 2020Updated 5 years ago