luozachary / drl-rec
Deep reinforcement learning for recommendation system
☆182Updated 5 years ago
Alternatives and similar repositories for drl-rec:
Users that are interested in drl-rec are comparing it to the libraries listed below
- 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
- ☆23Updated 6 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆299Updated last year
- The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation…☆111Updated last year
- A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.☆40Updated 5 years ago
- rushhan / Generative-Adversarial-User-Model-for-Reinforcement-Learning-Based-Recommendation-System-Pytorch☆40Updated 2 years ago
- DRGR: Deep Reinforcement learning based Group Recommender system☆24Updated 3 years ago
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆54Updated 3 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆203Updated 3 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆48Updated 4 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆40Updated 2 years ago
- Implementation for our paper in NeurIPS 2019☆48Updated 5 years ago
- Dataset Batch(offline) Reinforcement Learning for recommender system☆151Updated 4 years ago
- python implementation of the TPGR☆39Updated 5 years ago
- Reproduce of Top-K Off-Policy Correction for a REINFORCE Recommender System☆25Updated 4 years ago
- RL Recommendation System☆13Updated 5 years ago
- Yahoo! news article recommendation system by linUCB☆114Updated 7 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆230Updated last year
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆13Updated 2 years ago
- The code to reproduce the experimental results for "A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation".☆12Updated 4 years ago
- Project for Course : Reinforcement Learning☆15Updated 4 years ago
- ☆52Updated 5 years ago
- 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
- Explore the potential of recommendation system using reinforcement learning☆15Updated 4 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆99Updated 3 years ago
- ☆62Updated 5 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.☆70Updated 4 years ago
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Updated 3 years ago