Guyuehome·· 7 days agoAI score60
Reproducing PPO Reinforcement Learning-Based Quadrotor Racing Flight Control
Summary
The author loads an open-source pretrained policy in Isaac Sim to reproduce quadrotor racing on a figure-8 track, matching the official result with 25 gates and 3.12 laps. The content breaks down the three attitude phases of high-speed turns and uses a three-seed controlled experiment to test the real benefits of domain randomization.
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Source: Guyuehome · guyuehome.com
Motion controlRobot models and learningData and simulationGuides and practice#Guides and practice#Robot models and learning#Data and simulation#Motion control
Part of the event: Reproducing quadrotor figure-8 track racing policy in Isaac Sim