The Robotarium: A remotely accessible swarm robotics research testbed
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Abstract (arXiv)
This paper describes the Robotarium -- a remotely accessible, multi-robot research facility. The impetus behind the Robotarium is that multi-robot testbeds constitute an integral and essential part of the multi-robot research cycle, yet they are expensive, complex, and time-consuming to develop, operate, and maintain. These resource constraints, in turn, limit access for large groups of researchers and students, which is what the Robotarium is remedying by providing users with remote access to a state-of-the-art multi-robot test facility. This paper details the design and operation of the Robotarium and discusses the considerations one must take when making complex hardware remotely accessible. In particular, safety must be built into the system already at the design phase without overly constraining what coordinated control programs users can upload and execute, which calls for minimally invasive safety routines with provable performance guarantees.
Key facts. Cited by 24 papers in the map (data through 7 Oct 2026). First posted on arXiv 15 Sep 2016.
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Citing papers per year: 2021: 1; 2022: 8; 2023: 6; 2024: 3; 2025: 5; 2026: 1.
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- 2025RoboArena: Distributed Real-World Evaluation of Generalist Robot Policiescited by 63
- 2023Train Offline, Test Online: A Real Robot Learning Benchmarkcited by 47
- 2025AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real Worldcited by 46
- 2023Benchmarking Offline Reinforcement Learning on Real-Robot Hardwarecited by 23
- 2025Reliable and Scalable Robot Policy Evaluation with Imperfect Simulatorscited by 13
- 2021A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policiescited by 11
- 2022Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Researchcited by 6
- 2023Robotic Manipulation Datasets for Offline Compositional Reinforcement Learningcited by 5
- 2022HeRo 2.0: A Low-Cost Robot for Swarm Robotics Researchcited by 4
- 2025The Mini Wheelbot: A Testbed for Learning-based Balancing, Flips, and Articulated Drivingcited by 4
- 2022Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guaranteescited by 3
- 2023A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agentscited by 3
12 more
- 2023Utility Theory based Cognitive Modeling in the Application of Robotics: A Surveycited by 3
- 2024Random Features Approximation for Control-Affine Systemscited by 3
- 2022SIERRA: A Modular Framework for Research Automationcited by 1
- 2022Resilient robot teams: a review integrating decentralised control, change-detection, and learningcited by 1
- 2022From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learningcited by 1
- 2022Sample-efficient Safe Learning for Online Nonlinear Control with Control Barrier Functionscited by 1
- 2022SIERRA: A Modular Framework for Research Automation and Reproducibilitycited by 1
- 2023Ultra-low Power Deep Learning-based Monocular Relative Localization Onboard Nano-quadrotorscited by 1
- 2024Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbedcited by 1
- 2024OpenBot-Fleet: A System for Collective Learning with Real Robotscited by 1
- 2025Unifying Agent Interaction and World Information for Multi-agent Coordinationcited by 1
- 2026Federated Single-Agent Robotics: Multi-Robot Coordination Without Intra-Robot Multi-Agent Fragmentationcited by 0
- 2026Federated Single-Agent Robotics: Multi-Robot Coordination Without Intra-Robot Multi-Agent Fragmentation13 Apr 2026
- 2025Reliable and Scalable Robot Policy Evaluation with Imperfect Simulators5 Oct 2025
- 2025Unifying Agent Interaction and World Information for Multi-agent Coordination29 Sep 2025
- 2025RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies22 Jun 2025
- 2025AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real World31 Mar 2025
- 2025The Mini Wheelbot: A Testbed for Learning-based Balancing, Flips, and Articulated Driving7 Feb 2025
- 2024Random Features Approximation for Control-Affine Systems10 Jun 2024
- 2024OpenBot-Fleet: A System for Collective Learning with Real Robots13 May 2024
- 2024Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed24 Jan 2024
- 2023Benchmarking Offline Reinforcement Learning on Real-Robot Hardware28 Jul 2023
- 2023Robotic Manipulation Datasets for Offline Compositional Reinforcement Learning13 Jul 2023
- 2023Utility Theory based Cognitive Modeling in the Application of Robotics: A Survey15 Jun 2023
12 more
- 2023Train Offline, Test Online: A Real Robot Learning Benchmark1 Jun 2023
- 2023A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agents28 Mar 2023
- 2023Ultra-low Power Deep Learning-based Monocular Relative Localization Onboard Nano-quadrotors3 Mar 2023
- 2022SIERRA: A Modular Framework for Research Automation and Reproducibility16 Aug 2022
- 2022Sample-efficient Safe Learning for Online Nonlinear Control with Control Barrier Functions29 Jul 2022
- 2022Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees21 Jun 2022
- 2022From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning20 Jun 2022
- 2022Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Research21 Apr 2022
- 2022Resilient robot teams: a review integrating decentralised control, change-detection, and learning21 Apr 2022
- 2022SIERRA: A Modular Framework for Research Automation3 Mar 2022
- 2022HeRo 2.0: A Low-Cost Robot for Swarm Robotics Research24 Feb 2022
- 2021A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies2 Nov 2021
- 2025RoboArena: Distributed Real-World Evaluation of Generalist Robot Policiescited by 63
- 2023Train Offline, Test Online: A Real Robot Learning Benchmarkcited by 47
- 2025AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real Worldcited by 46
- 2021A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policiescited by 11
- 2022Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Researchcited by 6
- 2022HeRo 2.0: A Low-Cost Robot for Swarm Robotics Researchcited by 4
- 2022Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guaranteescited by 3
- 2023A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agentscited by 3
- 2023Utility Theory based Cognitive Modeling in the Application of Robotics: A Surveycited by 3
- 2024Random Features Approximation for Control-Affine Systemscited by 3
- 2022SIERRA: A Modular Framework for Research Automationcited by 1
- 2022Resilient robot teams: a review integrating decentralised control, change-detection, and learningcited by 1
12 most cited of 20 All 20 (JSON)
- 2026Federated Single-Agent Robotics: Multi-Robot Coordination Without Intra-Robot Multi-Agent Fragmentation13 Apr 2026
- 2025Unifying Agent Interaction and World Information for Multi-agent Coordination29 Sep 2025
- 2025RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies22 Jun 2025
- 2025AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real World31 Mar 2025
- 2024Random Features Approximation for Control-Affine Systems10 Jun 2024
- 2024OpenBot-Fleet: A System for Collective Learning with Real Robots13 May 2024
- 2024Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed24 Jan 2024
- 2023Utility Theory based Cognitive Modeling in the Application of Robotics: A Survey15 Jun 2023
- 2023Train Offline, Test Online: A Real Robot Learning Benchmark1 Jun 2023
- 2023A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agents28 Mar 2023
- 2023Ultra-low Power Deep Learning-based Monocular Relative Localization Onboard Nano-quadrotors3 Mar 2023
- 2022SIERRA: A Modular Framework for Research Automation and Reproducibility16 Aug 2022
12 newest of 20 All 20 (JSON)