RotorPy: A Python-based Multirotor Simulator with Aerodynamics for Education and Research
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Abstract (arXiv)
Simulators play a critical role in aerial robotics both in and out of the classroom. We present RotorPy, a simulation environment written entirely in Python intentionally designed to be a lightweight and accessible tool for robotics students and researchers alike to probe concepts in estimation, planning, and control for aerial robots. RotorPy simulates the 6-DoF dynamics of a multirotor robot including aerodynamic wrenches, obstacles, actuator dynamics and saturation, realistic sensors, and wind models. This work describes the modeling choices for RotorPy, benchmark testing against real data, and a case study using the simulator to design and evaluate a model-based wind estimator.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 7 Jun 2023.
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Citing papers per year: 2024: 4; 2025: 0; 2026: 4.
8 papers.
- 2024Why Change Your Controller When You Can Change Your Planner: Drag-Aware Trajectory Generation for Quadrotor Systemscited by 1
- 2026Crazyflow: An Accurate, GPU-Accelerated, Differentiable Drone Simulator in JAXcited by 1
- 2024Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Windscited by 0
- 2024Active Scout: Multi-Target Tracking Using Neural Radiance Fields in Dense Urban Environmentscited by 0
- 2024Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraintscited by 0
- 2026aerial-autonomy-stack -- a Faster-than-real-time, Autopilot-agnostic, ROS2 Framework to Simulate and Deploy Perception-based Dronescited by 0
- 2026Neurosim: A Fast Simulator for Neuromorphic Robot Perceptioncited by 0
- 2026Agile Interception of a Flying Target using Competitive Reinforcement Learningcited by 0
- 2026Crazyflow: An Accurate, GPU-Accelerated, Differentiable Drone Simulator in JAX31 May 2026
- 2026Agile Interception of a Flying Target using Competitive Reinforcement Learning17 Mar 2026
- 2026Neurosim: A Fast Simulator for Neuromorphic Robot Perception16 Feb 2026
- 2026aerial-autonomy-stack -- a Faster-than-real-time, Autopilot-agnostic, ROS2 Framework to Simulate and Deploy Perception-based Drones6 Feb 2026
- 2024Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraints5 Oct 2024
- 2024Active Scout: Multi-Target Tracking Using Neural Radiance Fields in Dense Urban Environments11 Jun 2024
- 2024Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds27 Jan 2024
- 2024Why Change Your Controller When You Can Change Your Planner: Drag-Aware Trajectory Generation for Quadrotor Systems10 Jan 2024