yutsai84 / rl-recommender-systemsLinks
demo of running rl-based recommender systems locally
☆12Updated 3 years ago
Alternatives and similar repositories for rl-recommender-systems
Users that are interested in rl-recommender-systems are comparing it to the libraries listed below
Sorting:
- The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation…☆123Updated 2 years ago
- implement basic and contextual MAB algorithms for recommendation system☆42Updated 3 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆41Updated 3 years ago
- [AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender☆157Updated last year
- Bandit algorithms simulations for online learning☆88Updated 5 years ago
- A Deep Learning Based Context-Aware Recommendation Library☆22Updated last year
- PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models☆310Updated 3 years ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆480Updated 4 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆50Updated 5 years ago
- A toolkit of Reinforcement Learning based Recommendation (RL4Rec)☆28Updated 3 years ago
- ☆64Updated 7 months ago
- A PyTorch implementation of the DRR framework (deep reinforcement learning, DDPG, PER, PMF) as it applies to restaurant recommendation.☆21Updated last year
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆233Updated last year
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆99Updated 4 years ago
- Reinforced Recommendation toolkit built around pytorch 1.7☆587Updated 5 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆218Updated 4 years ago
- Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendad…☆59Updated 5 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆82Updated 6 years ago
- Interactive Recommender Systems Framework☆25Updated last year
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆146Updated last year
- ☆21Updated 3 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆71Updated 4 years ago
- ⚠️ [ARCHIVED] This version has been archived as of october 2024 and will not be updated anymore, please refer to the README for a link to…☆362Updated last year
- ☆44Updated 3 years ago
- A Configurable Recommender Systems Simulation Platform☆781Updated 4 years ago
- ☆25Updated 2 years ago
- Tool for autodownloading recommendation systems datasets☆42Updated 3 years ago
- A tutorial series by Preferred.AI☆178Updated 8 months ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Updated 4 years ago
- ☆82Updated 4 years ago