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”
☆65Updated 5 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.☆34Updated 2 weeks ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆66Updated 4 months ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆40Updated last year
- [IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.☆73Updated 4 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆85Updated 2 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆39Updated 9 months ago
- Heterogeneous Multi-agent Version of Highway-env☆17Updated 2 years ago
- ☆11Updated 3 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆29Updated last year
- multi agent RL for traffic light control in Sumo using distributed PPO☆136Updated 2 years ago
- Carla Multi Agent Deep Reinforcement Learning☆22Updated 4 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆146Updated last year
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆26Updated last year
- ☆93Updated 2 months ago
- this is the repository of the code used for RAIM project☆11Updated last year
- ☆43Updated last year
- ☆17Updated last year
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆50Updated last year
- [NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".☆129Updated last year
- Research project for Deep Reinforcement Learning using Decision Transformer☆14Updated 2 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆57Updated last year
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆54Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆38Updated 5 months ago
- Implementation of PPO Lagrangian in PyTorch☆50Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆40Updated 5 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆28Updated 2 years ago
- [TPAMI, 2023] Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving☆47Updated 8 months ago
- ☆28Updated 10 months ago
- MLJ: Libsignal: an open library for traffic signal control☆147Updated last month
- Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects☆46Updated 7 months ago