santteegt / ucl-drl-msc
Learning to Recommend using a Deep Reinforcement Agent
☆23Updated 7 years ago
Alternatives and similar repositories for ucl-drl-msc:
Users that are interested in ucl-drl-msc are comparing it to the libraries listed below
- The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the proble…☆119Updated 5 years ago
- Deep reinforcement learning for recommendation system☆181Updated 5 years ago
- ☆23Updated 6 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆80Updated 5 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆129Updated 5 years ago
- ☆52Updated 5 years ago
- Attention,Factorization Machine, Deep Learning, Recommender System☆39Updated 6 years ago
- Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD☆71Updated 3 years ago
- The purpose of this Personalized Music Recommendation Engine is to use reinforcement learning approach to build a music recommender syste…☆34Updated 6 years ago
- The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior …☆70Updated 6 years ago
- RL Recommendation System☆13Updated 5 years ago
- A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.☆40Updated 5 years ago
- python implementation of the TPGR☆39Updated 6 years ago
- SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset☆51Updated 6 years ago
- A Matlab implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆76Updated 6 years ago
- Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python☆51Updated 7 years ago
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆147Updated 5 years ago
- Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k |…☆170Updated 5 years ago
- Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017☆39Updated 5 years ago
- Reproduce of Top-K Off-Policy Correction for a REINFORCE Recommender System☆25Updated 4 years ago
- Finding relevant source domain for a cross-domain recommendation system using Unified Content-based Collaborative Filtering (CCCFNet mode…☆19Updated 6 years ago
- deep learning for recommender system☆45Updated 6 years ago
- PyTorch Implementation of Session-based Recommendations with Recurrent Neural Networks(ICLR 2016, Hidasi et al.)☆147Updated 6 years ago
- Collaborative Memory Network for Recommendation Systems, SIGIR 2018☆181Updated 3 years ago
- Yahoo! news article recommendation system by linUCB☆114Updated 7 years ago
- Autorec (Autoencoders Meet Collaborative Filtering)☆136Updated 6 years ago
- This repository contains recommendation papers and codes, especially reinforcement learning and knowledge graph-based recommendation meth…☆20Updated 5 years ago
- ☆101Updated 4 years ago
- Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".☆139Updated 5 years ago
- The code to reproduce the experimental results for "A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation".☆12Updated 4 years ago