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Jacob Hackett

4 accepted papers

2022

Locomotion as a Risk-mitigating Behavior in Uncertain Environments: A Rapid Planning and Few-shot Failure Adaptation Approach

ICRA 2022poster

We want robots to complete assigned tasks even when unexpected task pressures arise, either from the robot or the environment. This paper presents a method of both learning sources of task failure in situ and rapidly planning new motions on-the-fly to accommodate them. This “risk-adaptive” approach…

Cited by 1SourceScholar
2020

Risk-constrained Motion Planning for Robot Locomotion: Formulation and Running Robot Demonstration

IROS 2020poster

Robots encounter many risks that threaten the success of practical locomotion tasks. Legs break, electrical components overheat, and feet can unexpectedly slip. When all risks cannot be completely avoided, how does a robot decide its best action? We present a method for planning robot motions by rea…

Cited by 10SourceScholar