illidanlab / Simulator
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
☆208Updated 5 years ago
Alternatives and similar repositories for Simulator:
Users that are interested in Simulator are comparing it to the libraries listed below
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50Updated 4 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆175Updated last year
- Fleet Management Simulation Framework☆33Updated 6 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆65Updated last year
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆161Updated 5 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆373Updated 2 years ago
- ☆76Updated 3 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆197Updated last year
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆85Updated 3 years ago
- Mean Field Multi-Agent Reinforcement Learning☆392Updated 5 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆121Updated 2 years ago
- ☆64Updated last year
- Paper list of Reinforcement Learning (RL) applied on transportation☆92Updated 3 years ago
- DGN Code☆344Updated 2 years ago
- Traffic Signal Control Competition☆37Updated 5 years ago
- Illustrated Examples from Sutton and Barto☆36Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆132Updated 10 months ago
- OpenAI Gym Environment for Traffic Control☆77Updated 8 years ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆478Updated 4 years ago
- 1st solution for KDD Cup 2020 (RL track)☆59Updated 4 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆94Updated last year
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆29Updated last year
- multi-agent deep reinforcement learning for networked system control.☆403Updated 4 years ago
- ☆57Updated 5 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆176Updated 7 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆58Updated 5 years ago
- ☆132Updated 5 months ago
- ☆23Updated 2 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆292Updated 2 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆641Updated 3 years ago