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Michel D. Ingham

2 accepted papers

2025

Risk-Aware Integrated Task and Motion Planning for Versatile Snake Robots Under Localization Failures

ICRA 2025

Snake robots enable mobility through extreme terrains and confined environments in terrestrial and space applications. However, robust perception and localization for snake robots remain an open challenge due to the proximity of the sensor payload to the ground coupled with a limited field of view.

Cited by 0SourceScholar
2021

Constrained Risk-Averse Markov Decision Processes

AAAI 2021technical

We consider the problem of designing policies for Markov decision processes (MDPs) with dynamic coherent risk objectives and constraints. We begin by formulating the problem in a Lagrangian framework. Under the assumption that the risk objectives and constraints can be represented by a Markov risk t…

Cited by 41SourcePDFScholar