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cs.RO2023
Mobile Manipulation Platform for Autonomous Indoor Inspections in Low-Clearance Areas
Erik Pearson, Paul Szenher, Christine Huang +1
Mobile manipulators have been used for inspection, maintenance and repair tasks over the years, but there are some key limitations. Stability concerns typically require mobile plat…
cs.RO2023
Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment
Xi Lin, Paul Szenher, John D. Martin +1
Route planning is essential to mobile robot navigation problems. In recent years, deep reinforcement learning (DRL) has been applied to learning optimal planning policies in stocha…