COeXISTENCE-PROJECT / RouteRLLinks
RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.
☆22Updated this week
Alternatives and similar repositories for RouteRL
Users that are interested in RouteRL are comparing it to the libraries listed below
Sorting:
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆61Updated 3 weeks ago
- ☆23Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆62Updated 2 years ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆39Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆137Updated 11 months ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆94Updated 2 years ago
- ☆39Updated last year
- Code for paper Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety.☆20Updated 3 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆33Updated 3 years ago
- ☆28Updated 4 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆26Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆37Updated 2 months ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆78Updated 4 years ago
- ☆14Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆39Updated 5 years ago
- Multi-agent environments library for simulating classic vehicle routing problems.☆16Updated 5 months ago
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆72Updated 6 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 10 months ago
- Implementation of PPO Lagrangian in PyTorch☆46Updated 2 years ago
- ☆25Updated 7 months ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆26Updated 4 years ago
- ☆16Updated last year
- IPDALight for traffic signal control☆18Updated last year
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆33Updated 3 years ago
- ☆16Updated 4 years ago
- ☆10Updated 2 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆47Updated 2 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆38Updated 11 months ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆73Updated last year
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆50Updated last year