Traffic-Alpha / TransSimHub
TransSimHub is a lightweight Python library for simulating and controlling transportation systems.
☆19Updated last month
Related projects ⓘ
Alternatives and complementary repositories for TransSimHub
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆32Updated 11 months ago
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆23Updated last month
- ☆10Updated 10 months ago
- Heterogeneous Multi-agent Version of Highway-env☆13Updated last year
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 6 months ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆13Updated 7 months ago
- Empower Traffic Simulation via Foundation Model☆23Updated last year
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆58Updated 9 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆24Updated 4 months ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆79Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆56Updated 2 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆34Updated 2 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆21Updated last year
- Code Implementation for Paper "Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning"☆12Updated 5 months ago
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆11Updated 5 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆36Updated 4 years ago
- ☆37Updated 6 months ago
- [Neurocomputing, 2023] Personalized Robotic Control via Constrained Multi-Objective Reinforcement Learning☆18Updated 10 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆29Updated this week
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆3Updated 3 months ago
- CAVSim: a traffic simulator for connected and automated vehicles (CAVs)☆39Updated 7 months ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27Updated 3 years ago
- A SUMO environment for differential varaible speed limits control☆41Updated 4 years ago
- ☆11Updated last year
- ☆11Updated last year
- Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Hu…☆12Updated 11 months ago
- this is the repository of the code used for RAIM project☆11Updated 5 months ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆34Updated last year
- Carla Multi Agent Deep Reinforcement Learning☆18Updated 3 years ago