BetsyHJ / RL4Rec
A toolkit of Reinforcement Learning based Recommendation (RL4Rec)
☆21Updated 2 years ago
Alternatives and similar repositories for RL4Rec:
Users that are interested in RL4Rec are comparing it to the libraries listed below
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆20Updated 4 years ago
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆54Updated 3 years ago
- RL Recommendation System☆13Updated 5 years ago
- A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.☆39Updated 5 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆46Updated 6 years ago
- Explore the potential of recommendation system using reinforcement learning☆15Updated 4 years ago
- ☆24Updated 8 months ago
- Deep Reinforcement Learning for Movies Recommendation System☆79Updated 5 years ago
- DRGR: Deep Reinforcement learning based Group Recommender system☆22Updated 3 years ago
- ☆52Updated 5 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆39Updated 2 years ago
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆32Updated 4 years ago
- python implementation of the TPGR☆39Updated 5 years ago
- ☆22Updated 6 years ago
- ☆45Updated 2 years ago
- ☆20Updated 4 years ago
- ☆9Updated 2 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆47Updated 4 years ago
- Implementation for our paper in NeurIPS 2019☆47Updated 5 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Updated 2 years ago
- Source codes for our SIGIR '23 paper☆29Updated last year
- Benchmarking of Session-based Recommendation Approaches☆30Updated 4 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆28Updated 4 years ago
- ☆17Updated 4 years ago
- Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation in R and Python☆15Updated 7 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆16Updated 3 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆23Updated last year
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆128Updated 5 years ago
- ☆16Updated 4 years ago