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”
☆66Updated 6 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.☆39Updated 2 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆91Updated 3 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆68Updated 5 months ago
- Heterogeneous Multi-agent Version of Highway-env☆18Updated 2 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆40Updated 11 months ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆41Updated last year
- [IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.☆78Updated 6 months ago
- ☆11Updated 3 years ago
- ☆17Updated last year
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆56Updated last year
- Carla Multi Agent Deep Reinforcement Learning☆22Updated 4 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆29Updated last year
- this is the repository of the code used for RAIM project☆11Updated last year
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆23Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆150Updated last year
- ☆43Updated last year
- Code Implementation for Paper "Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning"☆24Updated 9 months ago
- ☆94Updated 3 months ago
- [NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".☆130Updated last year
- [TPAMI, 2023] Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving☆49Updated 10 months ago
- This is a source repository for Multi-Agent Reinforcement Learning for Autonomous Driving research☆36Updated last year
- CAVSim: a traffic simulator for connected and automated vehicles (CAVs)☆50Updated last year
- Research project for Deep Reinforcement Learning using Decision Transformer☆15Updated 2 years ago
- Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects☆49Updated 8 months ago
- Code for paper: Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory co…☆21Updated 8 months ago
- iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning☆40Updated 7 months ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆63Updated last year
- MLJ: Libsignal: an open library for traffic signal control☆151Updated last month
- Multi-agent version of highway_env simulator☆25Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆138Updated 2 years ago