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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 17SourceScholar
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 23SourceScholar