callmespring / MDPODLinks
Simulation of Ridesharing Market and the MDP Order Dispatch Policy
☆18Updated last year
Alternatives and similar repositories for MDPOD
Users that are interested in MDPOD are comparing it to the libraries listed below
Sorting:
- Paper list of Reinforcement Learning (RL) applied on transportation☆102Updated 3 years ago
- ☆77Updated 4 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆164Updated 4 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆67Updated 2 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆213Updated 6 years ago
- Adds CityFlow to Gym☆31Updated 3 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆79Updated 4 years ago
- ☆108Updated 5 years ago
- ☆65Updated 4 years ago
- ☆16Updated last year
- 1st solution for KDD Cup 2020 (RL track)☆61Updated 5 years ago
- ☆23Updated 4 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51Updated 5 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆73Updated last year
- Paper list of multi-agent reinforcement learning (MARL)☆36Updated 3 years ago
- Fleet Management Simulation Framework☆33Updated 6 years ago
- ☆20Updated last year
- Uber's Multi-Agent Routing Value Iteration Network☆64Updated 4 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆186Updated 2 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆90Updated 4 years ago
- ☆131Updated 2 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆34Updated last year
- public code and data☆37Updated 2 years ago
- ☆23Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆40Updated 5 years ago
- Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem☆14Updated 3 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆24Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆24Updated last year
- ☆45Updated last week
- ☆62Updated 5 years ago