Aras: Ambiguity-aware robust active slam based on multi-hypothesis state and map estimations

M Hsiao, JG Mangelson, S Suresh… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
In this paper, we introduce an ambiguity-aware robust active SLAM (ARAS) framework that
makes use of multi-hypothesis state and map estimations to achieve better robustness …

Decentralized multi-robot belief space planning in unknown environments via identification and efficient re-evaluation of impacted paths

T Regev, V Indelman - Autonomous Robots, 2018 - Springer
In this paper we develop a new approach for decentralized multi-robot belief space planning
in high-dimensional state spaces while operating in unknown environments. State of the art …

Nonmyopic data association aware belief space planning for robust active perception

S Pathak, A Thomas, V Indelman - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
One key assumption of Belief Space Planning (BSP) is that the data association is known
perfectly. In this paper, we relax this assumption in the context of non-myopic planning as …

Action for perception: active object recognition and pose estimation in cluttered environments

K Wu - 2017 - opus.lib.uts.edu.au
Object recognition and localisation are indispensable competency for service robots in
everyday environments like offices and kitchens. Presence of similar objects that can only be …