AaronJi / RLLinks
A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm
☆27Updated 3 years ago
Alternatives and similar repositories for RL
Users that are interested in RL are comparing it to the libraries listed below
Sorting:
- ☆54Updated 6 years ago
- Code for paper 'Exact-K Recommendation via Maximal Clique Optimization'☆79Updated 5 years ago
- A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.☆72Updated 5 years ago
- ☆19Updated 5 years ago
- Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.☆100Updated 5 years ago
- ☆83Updated 6 years ago
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆38Updated 3 years ago
- ☆28Updated last year
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Updated 5 years ago
- This is an implementation of the Dual Learning Algorithm with multi-layer feed-forward neural network for online unbiased learning to ran…☆89Updated 2 years ago
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆58Updated 4 years ago
- TEM: Tree-enhanced Embedding Model for Explainable Recommendation, WWW2018☆76Updated 6 years ago
- A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.☆136Updated 2 years ago
- The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the proble…☆119Updated 6 years ago
- ☆47Updated 5 years ago
- ☆20Updated 5 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆131Updated 6 years ago
- code for the paper "Personalized Context-Aware Re-ranking for E-commerce Recommendation Systems"☆51Updated 6 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆49Updated 7 years ago
- ☆71Updated 5 years ago
- Dynamic Fair Rankings☆87Updated 2 years ago
- Implementation of AutoSVD++ (SIGIR 2017)☆15Updated 7 years ago
- This repository collects some datasets for Ads & RecSys uses, and provide easy-to-use hdf5 iterative access.☆90Updated 5 years ago
- Click-Through Rate Estimation for Rare Events in Online Advertising☆14Updated 7 years ago
- ☆16Updated 5 years ago
- Dataset Batch(offline) Reinforcement Learning for recommender system☆153Updated 5 years ago
- This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertisin…☆57Updated 3 years ago
- Knowledge-enhanced Neighborhood Interaction model for recommendation☆62Updated 5 years ago
- ☆24Updated 4 years ago
- Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019☆53Updated 5 years ago