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”
☆69Updated 10 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.☆49Updated last month
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆96Updated 7 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆71Updated 9 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Updated last year
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆30Updated last year
- ☆102Updated 6 months ago
- ☆18Updated 2 years ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆42Updated 2 years ago
- this is the repository of the code used for RAIM project☆12Updated last year
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆56Updated 2 years ago
- ☆44Updated last year
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆28Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Updated 6 years ago
- Heterogeneous Multi-agent Version of Highway-env☆18Updated 2 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆56Updated 2 years ago
- [IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.☆90Updated 9 months ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆58Updated last year
- multi agent RL for traffic light control in Sumo using distributed PPO☆141Updated 2 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Updated 10 months ago
- ☆21Updated 4 years ago
- Implementation of PPO Lagrangian in PyTorch☆55Updated 3 years ago
- Code for paper Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety.☆20Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆162Updated 2 months ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆33Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Updated 3 years ago
- [TPAMI] Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning☆33Updated last year
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Updated 2 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆28Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆169Updated 4 months ago
- [NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".☆136Updated 2 years ago