CityBrainChallenge / KDDCup2021-CityBrainChallenge-starter-kit
☆76Updated 3 years ago
Alternatives and similar repositories for KDDCup2021-CityBrainChallenge-starter-kit:
Users that are interested in KDDCup2021-CityBrainChallenge-starter-kit are comparing it to the libraries listed below
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆176Updated 2 years ago
- ☆23Updated 3 years ago
- ☆64Updated 2 years ago
- ☆58Updated 5 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆200Updated 2 years ago
- Adds CityFlow to Gym☆27Updated 3 years ago
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆42Updated last year
- Traffic Signal Control Competition☆37Updated 6 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆65Updated last year
- ☆25Updated 5 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆85Updated 3 years ago
- ☆133Updated 6 months ago
- ☆26Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆163Updated 5 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆38Updated 5 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆92Updated 3 years ago
- ☆39Updated 5 years ago
- 1st solution for KDD Cup 2020 (RL track)☆60Updated 4 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆208Updated 5 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆49Updated 4 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆121Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆39Updated last year
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆33Updated 3 years ago
- ☆39Updated 11 months ago
- Reproducing several bandwidth-based traffic signal coordination models (including MaxBand, MultiBand, etc.)☆10Updated 4 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆62Updated 2 years ago
- ☆26Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆135Updated 10 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆26Updated last year
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆78Updated 4 years ago