Belief-Space POMDP Simplification
Ongoing2023-10 - Present
Open-loop and adaptive-structure simplification for POMDPs with practical performance guarantees and safe replanning skipping.
POMDPBelief Space PlanningUncertaintyAutonomy
Projects
2023-10 - Present
Open-loop and adaptive-structure simplification for POMDPs with practical performance guarantees and safe replanning skipping.
2021 - Present
Near-infrared depth and active illumination based SLAM for robust localization and navigation in low-light environments.
2021
Contributed to multi-spectral datasets and evaluation pipelines for motion estimation under challenging conditions.