CityBrainChallenge / KDDCup2021-CityBrainChallenge
☆23Updated 3 years ago
Alternatives and similar repositories for KDDCup2021-CityBrainChallenge:
Users that are interested in KDDCup2021-CityBrainChallenge are comparing it to the libraries listed below
- ☆76Updated 3 years ago
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆37Updated last year
- ☆10Updated 2 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆64Updated last year
- ☆56Updated 4 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆168Updated last year
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆23Updated 2 years ago
- ☆59Updated last year
- Paper list of multi-agent reinforcement learning (MARL)☆26Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 8 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆37Updated 5 years ago
- Traffic Signal Control Competition☆37Updated 5 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆90Updated 3 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆47Updated 4 years ago
- ☆39Updated 8 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆23Updated last year
- public code and data☆35Updated 2 years ago
- ☆26Updated 4 years ago
- IPDALight for traffic signal control☆17Updated 10 months ago
- ☆12Updated 4 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆85Updated 3 years ago
- Adds CityFlow to Gym☆26Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆36Updated 11 months ago
- ☆122Updated 2 months ago
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆24Updated 4 months ago
- ☆9Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 9 months ago
- Reproducing several bandwidth-based traffic signal coordination models (including MaxBand, MultiBand, etc.)☆9Updated 4 years ago
- Modelling bus-on-demand using SUMO and TraCI.☆18Updated 10 years ago