maybeluo / KDDCup2020-RL-1st-solution
1st solution for KDD Cup 2020 (RL track)
☆59Updated 4 years ago
Alternatives and similar repositories for KDDCup2020-RL-1st-solution:
Users that are interested in KDDCup2020-RL-1st-solution are comparing it to the libraries listed below
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆85Updated 3 years ago
- ☆23Updated 2 years ago
- A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.☆69Updated 4 years ago
- Illustrated Examples from Sutton and Barto☆36Updated last year
- Code of ICML-2020 paper Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising☆26Updated 4 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆112Updated 4 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆160Updated 4 years ago
- ☆76Updated 3 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆91Updated 3 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆203Updated 5 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆64Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆47Updated 4 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆128Updated 5 years ago
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆54Updated 3 years ago
- Budget Constrained Bidding for Display Advertising using Model-free Reinforcement Learning☆40Updated 5 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆18Updated 4 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆226Updated last year
- ☆275Updated 2 years ago
- python implementation of the TPGR☆39Updated 5 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆23Updated 2 years ago
- ☆38Updated 2 years ago
- Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Opti…☆43Updated 7 years ago
- ☆15Updated 3 years ago
- Dataset Batch(offline) Reinforcement Learning for recommender system☆150Updated 4 years ago
- ☆36Updated 5 years ago
- Fleet Management Simulation Framework☆33Updated 5 years ago
- ☆157Updated 5 years ago
- EasyRL: An easy-to-use and comprehensive reinforcement learning package.☆216Updated 2 years ago
- codes for SORL framework for auto-bidding☆39Updated 2 years ago
- RL library based on algorithms from the book <A-introduction-to-reinforcement-learning>☆90Updated 7 years ago