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Dustin Nottage

2 papers indexed

arxivcs.ROeess.SY2026-07-12

Underwater Dead Reckoning with Deployable Situation-Triggered Covariance Scheduling

Akshay Naik, Ramavarapu S. Sreenivas, Dustin Nottage, Ahmet Soylemezoglu

Underwater dead reckoning estimates vehicle position when vision is unavailable and external positioning cannot be assumed. A single set of filter parameters can work well in many situations, but fixed tuning may be poorly matched during turns, motion transitions, or periods when…

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crossrefRobotics2022-09-09Cited by 13

Deep Reinforcement Learning for Autonomous Dynamic Skid Steer Vehicle Trajectory Tracking

Sandeep Srikonda, William Robert Norris, Dustin Nottage, Ahmet Soylemezoglu

Designing controllers for skid-steered wheeled robots is complex due to the interaction of the tires with the ground and wheel slip due to the skid-steer driving mechanism, leading to nonlinear dynamics. Due to the recent success of reinforcement learning algorithms for mobile ro…

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