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cs.RO2026

Mobile Robot Exploration Without Maps via Out-of-Distribution Deep Reinforcement Learning

Shathushan Sivashangaran, Apoorva Khairnar, Azim Eskandarian

Autonomous Mobile Robot (AMR) navigation in dynamic environments that may be GPS denied, without a-priori maps, is an unsolved problem with potential to improve humanity's capabili…