Learning-based, Vision-based drone flight 연구 동향
Quadrotor Dynamcis
Learning Agile, Vision-based Drone Flight: from Simulation to Reality
A Benchmark Comparison of Learned Control Policies for Agile Quadrotor Flight (ICRA 2022)
Reaching the Limit in Autonomous Racing: Optimal Control versus Reinforcement Learning (Sci. Robot. 2023)
Demonstrating Agile Flight from Pixels without State Estimation (Science and Systems, 2024)
Bootstrapping Reinforcement Learning with Imitation for Vision-Based Agile Flight (CoRL, 2024)
Multi-Task Reinforcement Learning for Quadrotors (RAL, 2024)
Learning Quadrotor Control From Visual Features Using Differentiable Simulation (ICRA 2025)
Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight (arxiv 2025)
Learning on the Fly: Rapid Policy Adaptation via Differentiable Simulation (RAL, 2025)
Back to Newton's Laws: Learning Vision-based Agile Flight via Differentiable Physics (Nature Machine Intelligence 2025)
Seeing Through Pixel Motion: Learning Obstacle Avoidance from Optical Flow with One Camera (RAL, 2025)