Jinjiarui / rl4rs-papers
A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.
☆68Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl4rs-papers
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆128Updated 5 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆53Updated 3 years ago
- Implementation for our paper in NeurIPS 2019☆47Updated 4 years ago
- A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.☆39Updated 4 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆291Updated last year
- ☆53Updated 5 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆220Updated 9 months ago
- python implementation of the TPGR☆39Updated 5 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆79Updated 4 years ago
- Code of ICML-2020 paper Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising☆27Updated 4 years ago
- Reproduce of Top-K Off-Policy Correction for a REINFORCE Recommender System☆25Updated 4 years ago
- ☆24Updated 7 months ago
- A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm☆27Updated 2 years ago
- Dataset Batch(offline) Reinforcement Learning for recommender system☆147Updated 4 years ago
- Explore the potential of recommendation system using reinforcement learning☆15Updated 4 years ago
- ☆24Updated 3 years ago
- Implementation to VirtualTaobao☆12Updated 4 years ago
- Deep reinforcement learning for recommendation system☆179Updated 5 years ago
- Code for paper 'Exact-K Recommendation via Maximal Clique Optimization'☆79Updated 4 years ago
- ☆16Updated 4 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆199Updated 3 years ago
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆33Updated last year
- This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertisin…☆54Updated 2 years ago
- ☆14Updated 4 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆20Updated 3 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆12Updated 2 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆46Updated 4 years ago
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆32Updated 4 years ago