xeniaqian94 / RLeToRLinks
A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process
☆18Updated 7 years ago
Alternatives and similar repositories for RLeToR
Users that are interested in RLeToR are comparing it to the libraries listed below
Sorting:
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆36Updated 2 years ago
- A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm☆27Updated 3 years ago
- ☆11Updated 6 years ago
- A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.☆136Updated 2 years ago
- ☆18Updated 4 years ago
- Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"☆39Updated 7 years ago
- A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Lea…☆27Updated last year
- ☆55Updated 5 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- ☆81Updated 6 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
- Hybrid Linear UCB bandit learning algorithm L Li(2010) python code☆56Updated 9 years ago
- Code for paper 'Exact-K Recommendation via Maximal Clique Optimization'☆79Updated 5 years ago
- The source code for "An Actor Critic Algorithm for Structured Prediction"☆166Updated 8 years ago
- (Beta Version!) Experiment Code for Paper ``CoT: Cooperative Training for Generative Modeling of Discrete Data''☆72Updated 6 years ago
- ☆83Updated 6 years ago
- Jointly Modelling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS)☆56Updated 10 years ago
- Toy implementation of SLIM and SSLIM Recommendation methods.☆42Updated 7 years ago
- Ranking Policy Gradient☆23Updated 5 years ago
- Listwise Learning to Rank by Exploring Unique Ratings (WSDM 2020)☆13Updated 2 years ago
- Dynamic Fair Rankings☆87Updated 2 years ago
- Implementation of SetRank in SIGIR 2020☆50Updated 5 years ago
- Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.☆101Updated 4 years ago
- This repository collects some datasets for Ads & RecSys uses, and provide easy-to-use hdf5 iterative access.☆90Updated 4 years ago
- python implementation of the TPGR☆39Updated 6 years ago
- A list of recent industrial papers in KDD'16–'18☆27Updated 5 years ago
- A PyTorch implementation of Ranking Distillation☆90Updated 4 years ago
- ☆16Updated 8 years ago
- Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019☆53Updated 5 years ago
- ☆11Updated 6 years ago