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.
☆73Oct 8, 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 4 months ago
- Solution of NeurIPS 2020 Flatland Challenge from the team An_old_driver.☆70Nov 16, 2021Updated 4 years ago
- The Netzgrafik-Editor is a powerful software that enables the creation, modification, and analysis of regular-interval timetable.☆87Updated this week
- Multi-agent reinforcement learning on trains, for Deep Learning class at UNIBO☆21Jan 14, 2021Updated 5 years ago
- Header-only C++23 library for linear, mixed-integer and quadratic programming — one model, any solver, at raw C API speed.☆17Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A space-time network Gurobi model to solve macroscopic train timetabling problem☆18Apr 10, 2023Updated 3 years ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆74Sep 15, 2024Updated 2 years ago
- ☆12May 8, 2024Updated 2 years ago
- Code for the "Evolving Reservoirs for Meta Reinforcement Learning" paper☆13Apr 22, 2024Updated 2 years ago
- Reinforcement Learning Environments for Sustainable Energy Systems☆72Sep 6, 2025Updated last year
- This repository provides an OpenAI Gym-compatible environment for production scheduling tasks, designed to benchmark reinforcement learni…☆56Apr 28, 2026Updated 5 months ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆669Feb 7, 2026Updated 8 months ago
- Solar Photovoltaic Distributed Energy Resource environment for Open AI Gym☆14Oct 15, 2020Updated 5 years ago
- A set of reusable components for fast prototyping CVRP heuristic solution approaches.☆18Jul 31, 2025Updated last year
- 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.
- ☆332Feb 15, 2024Updated 2 years ago
- Code for the papers Hypernetworks in Meta-Reinforcement Learning (Beck et al., 2022) and Recurrent Hypernetworks are Surprisingly Strong …☆21Jul 31, 2024Updated 2 years ago
- ☆116Oct 25, 2021Updated 4 years ago
- 🕹 Pikachu-volleyball game-based multi-agent RL environment using PettingZoo☆11Sep 29, 2024Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆35Jun 13, 2025Updated last year
- ☆43Mar 19, 2021Updated 5 years ago
- Berlin Sumo Traffic (BeST) Scenario☆33Feb 20, 2026Updated 7 months ago
- Solving the Job-Shop Scheduling Problem (JSSP) with Graph Neural Networks (GNNs).☆28May 19, 2025Updated last year
- Neural Destruction Search for Vehicle Routing Problems☆22Oct 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Documentation for users of OpenELA, including Managing Core System Configuration, Setting Up System Users and Authentication and more!☆18Sep 23, 2025Updated last year
- 运行图显示程序☆13Oct 12, 2021Updated 4 years ago
- Python bindings for OptFrame C++ Functional Core☆13May 18, 2025Updated last year
- 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
- ☆58Apr 28, 2025Updated last year
- ☆26Jun 12, 2024Updated 2 years ago
- Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".☆30Feb 16, 2020Updated 6 years ago
- Icons, fonts, colors, components and all user interface items for OSRD project.☆12Aug 5, 2025Updated last year
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆31Dec 21, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A steam era route for Open Rails Train Simulator. Features the Bournemouth UK line timetable☆13Aug 11, 2026Updated last month
- ☆22Mar 23, 2022Updated 4 years ago
- Minimal Python implementation of LaCAM* for MAPF☆49Feb 17, 2026Updated 7 months ago
- ☆25Oct 20, 2025Updated 11 months ago
- Minimal Python implementation of PIBT for MAPF☆64Nov 4, 2025Updated 11 months ago
- [ICLR 2026] Towards Efficient Constraint Handling in Neural Solvers for Routing Problems☆16Sep 13, 2026Updated 3 weeks ago
- my Reinforcement Learning playground☆10Oct 7, 2018Updated 8 years ago