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Marija Jegorova

2 accepted papers

2020

Adversarial Generation of Informative Trajectories for Dynamics System Identification

IROS 2020poster

Dnamic System Identification approaches usually heavily rely on evolutionary and gradient-based optimisation techniques to produce optimal excitation trajectories for determining the physical parameters of robot platforms. Current optimisation techniques tend to generate single trajectories. This is…

Cited by 17Source ↗Scholar ↗
2020

Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks

ICRA 2020poster

Deployment and operation of autonomous underwater vehicles is expensive and time-consuming. High-quality realistic sonar data simulation could be of benefit to multiple applications, including training of human operators for post-mission analysis, as well as tuning and validation of autonomous targe…

Cited by 23Source ↗Scholar ↗