The Flatland Framework is a multi-purpose environment to tackle problems around resilient resource allocation under uncertainty. It is designed to be a flexible and method agnostic to solve a wide range of problems in the field of operations research and reinforcement learning.
☆74Oct 26, 2026Updated this week
Alternatives and similar repositories for flatland-rl
Users that are interested in flatland-rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo extends Flatland Railway Simulator with helpful features.☆11May 12, 2026Updated 5 months ago
- Multi-agent Reinforcement Learning solution for the train scheduling problem provided by the Flatland Challenge☆12Jul 19, 2021Updated 5 years ago
- Solution of NeurIPS 2020 Flatland Challenge from the team An_old_driver.☆70Nov 16, 2021Updated 4 years ago
- Multi-agent reinforcement learning on trains, for Deep Learning class at UNIBO☆20Jan 14, 2021Updated 5 years ago
- Extended, multi-agent, and multi-objective (MaMoRL / MoMaRL) gridworld environments building framework based on DeepMind's AI Safety Grid…☆12Jun 21, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A simple Lagrangian relaxation algorithm to solve train timetabling problem☆18Apr 29, 2022Updated 4 years ago
- ☆334Feb 15, 2024Updated 2 years ago
- Header-only C++23 library for linear, mixed-integer and quadratic programming — one model, any solver, at raw C API speed.☆18Oct 9, 2026Updated 3 weeks ago
- ☆16Aug 25, 2026Updated 2 months ago
- A space-time network Gurobi model to solve macroscopic train timetabling problem☆18Apr 10, 2023Updated 3 years ago
- ☆17Dec 23, 2024Updated last year
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆74Sep 15, 2024Updated 2 years ago
- ☆12May 8, 2024Updated 2 years ago
- Implementation of Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning (Kohler, Delfosse, et. al. 2024).☆15Sep 10, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Reinforcement Learning Environments for Sustainable Energy Systems☆72Sep 6, 2025Updated last year
- This repository contains the code to train the baseline agent provided in the 2022 edition of Learning to Run a Power Network and to recr…☆15Aug 2, 2022Updated 4 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆20Oct 6, 2021Updated 5 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆678Feb 7, 2026Updated 8 months ago
- A set of reusable components for fast prototyping CVRP heuristic solution approaches.☆18Jul 31, 2025Updated last year
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆24Apr 16, 2020Updated 6 years ago
- A Python library for accessibility analysis: build networks, model travel costs, and compute reachable opportunities from open spatial da…☆28Updated this week
- ☆16Updated this week
- 🕹 Pikachu-volleyball game-based multi-agent RL environment using PettingZoo☆11Sep 29, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.☆90Oct 12, 2026Updated 2 weeks ago
- ☆43Mar 19, 2021Updated 5 years ago
- 利用遗传算法做基于客流需求的列车时刻表的优化☆15Apr 25, 2021Updated 5 years ago
- Berlin Sumo Traffic (BeST) Scenario☆33Feb 20, 2026Updated 8 months ago
- A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Cont…☆35Mar 22, 2025Updated last year
- 运行图显示程序☆13Oct 12, 2021Updated 5 years ago
- A PettingZoo AECEnv implementation of the board game Fanorona☆11Aug 6, 2024Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆34Jun 13, 2025Updated last year
- Ansible Role to manage Patch Management on Linux Distribution☆11Sep 9, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Neural Destruction Search for Vehicle Routing Problems☆22Oct 6, 2025Updated last year
- This repository provides an OpenAI Gym-compatible environment for production scheduling tasks, designed to benchmark reinforcement learni…☆58Apr 28, 2026Updated 6 months ago
- ☆15Jun 18, 2025Updated last year
- A steam era route for Open Rails Train Simulator. Features the Bournemouth UK line timetable☆13Aug 11, 2026Updated 2 months ago
- Cone-Aligned Vector Estimation for End-to-End Binary Linear Programming☆10May 25, 2026Updated 5 months ago
- POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically desig…☆40Sep 24, 2024Updated 2 years ago
- Model-free policy gradient algorithm for LQR☆10Apr 8, 2020Updated 6 years ago