Information-Guided Safe Reinforcement Learning for Autonomous Gas Source Localization using sUAS

Sachin Giri, Thomas Zhao, Matthew Huynh +1

The autonomous localization of fugitive gas emissions using small Unmanned Aircraft Systems (sUAS) constitutes a fundamentally ill-posed inverse problem. In turbulent atmospheric b…