flatland-association / flatland-rlLinks
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.
☆46Updated last week
Alternatives and similar repositories for flatland-rl
Users that are interested in flatland-rl are comparing it to the libraries listed below
Sorting:
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆42Updated 11 months ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆70Updated 10 months ago
- Datasets with baselines for Offline MARL.☆176Updated 2 weeks ago
- Uber's Multi-Agent Routing Value Iteration Network☆65Updated 4 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆53Updated 2 years ago
- The Starcraft Multi-Agent challenge lite☆41Updated 10 months ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆48Updated 10 months ago
- This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.☆47Updated last year
- A collection of recent MARL papers☆94Updated 8 months ago
- Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)☆51Updated 2 years ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆96Updated this week
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆79Updated 11 months ago
- ☆43Updated 4 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆37Updated 5 months ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆121Updated 4 years ago
- Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning☆56Updated 3 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆188Updated 10 months ago
- MATE: the Multi-Agent Tracking Environment.☆41Updated 2 years ago
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆25Updated 7 months ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆119Updated 9 months ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆21Updated 6 months ago
- ☆75Updated last year
- Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms☆159Updated 2 years ago
- PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.☆41Updated 5 years ago
- Collection of OpenAI parametrized action-space environments.☆65Updated 4 months ago
- Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem…☆35Updated 4 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆64Updated last year
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆43Updated 4 months ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆105Updated 3 years ago
- ☆49Updated 4 years ago