mktal / kddcup-starting-kit
The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.
☆85Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for kddcup-starting-kit
- 1st solution for KDD Cup 2020 (RL track)☆58Updated 4 years ago
- Illustrated Examples from Sutton and Barto☆35Updated last year
- ☆77Updated 3 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆196Updated 5 years ago
- python implementation of the TPGR☆39Updated 5 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆128Updated 5 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆174Updated 6 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- ☆23Updated 3 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆62Updated last year
- Fleet Management Simulation Framework☆33Updated 5 years ago
- ☆36Updated 5 years ago
- A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.☆68Updated 4 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆149Updated 4 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆46Updated 4 years ago
- ☆153Updated 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
- Code of ICML-2020 paper Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising☆27Updated 4 years ago
- Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatib…☆65Updated last year
- ☆14Updated 4 years ago
- ☆23Updated 2 years ago
- DGN Code☆336Updated last year
- Paper list of Reinforcement Learning (RL) applied on transportation☆84Updated 3 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆68Updated last year
- ☆56Updated 4 years ago
- Implementation for our paper in NeurIPS 2019☆47Updated 4 years ago
- ☆38Updated 2 years ago
- ☆26Updated 4 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆158Updated 4 years ago