Traffic-Alpha / iLLM-TSCLinks
This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement”
☆62Updated 2 months ago
Alternatives and similar repositories for iLLM-TSC
Users that are interested in iLLM-TSC are comparing it to the libraries listed below
Sorting:
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆26Updated last week
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆71Updated last year
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆26Updated 8 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆61Updated 3 weeks ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆35Updated 6 months ago
- ☆16Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 10 months ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆39Updated last year
- Carla Multi Agent Deep Reinforcement Learning☆21Updated 4 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆37Updated 2 months ago
- [IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.☆57Updated last month
- Heterogeneous Multi-agent Version of Highway-env☆17Updated last year
- CoMAL: Collaboration Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic☆18Updated 4 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆39Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆128Updated 2 years ago
- ☆39Updated last year
- ☆11Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆11Updated last year
- Code Implementation for Paper "Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning"☆20Updated 4 months ago
- OpenAI-gym like toolkit for developing and comparing reinforcement learning algorithms on SUMO.☆1Updated 2 months ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆54Updated last year
- CAVSim: a traffic simulator for connected and automated vehicles (CAVs)☆48Updated last year
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆16Updated 5 months ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆29Updated 5 years ago
- ☆25Updated 7 months ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11Updated last year
- ☆86Updated 8 months ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆137Updated 11 months ago
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆53Updated last year
- ☆20Updated 3 years ago