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Matthew A. Schack

5 accepted papers

2024

A Sampling Ensemble for Asymptotically Complete Motion Planning with Volume-Reducing Workspace Constraints

IROS 2024poster

Many robot tasks impose constraints on the workspace. For example, a robot may need to move a container without spilling its contents or open a door following the doorknob’s arc. Such constraints may induce narrow volumes in the configuration space, traditionally a challenge for sampling-based metho…

Cited by 0SourceScholar
2021

Optimization-Based Robot Team Exploration Considering Attrition and Communication Constraints

IROS 2021poster

Exploring robots may fail due to environmental hazards. Thus, robots need to account for the possibility of failure to plan the best exploration paths. Optimizing expected utility enables robots to find plans that balance achievable reward with the inherent risks of exploration. Moreover, when robot…

Cited by 5SourceScholar
2021

Optimizing Non-Markovian Information Gain Under Physics-Based Communication Constraints

RA-L 2021

In many exploration scenarios, it is important for robots to efficiently explore new areas and constantly communicate results. Mobile robots inherently couple motion and network topology due to the effects of position on wireless propagation-e.g. distance or obstacles between network nodes. Informat

Cited by 9SourceScholar