Moving in an uncertain world: robust and adaptive control of locomotion from organisms to machine intelligence

JM Mongeau, Y Yang, I Escalante… - Integrative and …, 2024 - academic.oup.com
Whether walking, running, slithering, or flying, organisms display a remarkable ability to
move through complex and uncertain environments. In particular, animals have evolved to …

Mode switching in organisms for solving explore-versus-exploit problems

D Biswas, A Lamperski, Y Yang, K Hoffman… - Nature Machine …, 2023 - nature.com
Trade-offs between producing costly movements for gathering information ('explore') and
using previously acquired information to achieve a goal ('exploit') arise in a wide variety of …

Illumination mediates a switch in both active sensing and control in weakly electric fish

H Yeh, Y Yang, D Biswas, NJ Cowan - bioRxiv, 2024 - biorxiv.org
To execute sensory-guided behavior, the nervous system must manage uncertainty within
multiple streams of information. There are two highly nonlinear mechanisms for achieving …

Organisms use mode-switching to solve the explore-vs-exploit problem

D Biswas, A Lamperski, Y Yang, K Hoffman… - bioRxiv, 2023 - biorxiv.org
Movement and sensing are linked in organisms as their sensors are embedded in their
bodies. This inescapable link results in a behavioral conflict between producing costly …

An exact active sensing strategy for a class of bio-inspired systems

D Biswas, ED Sontag, NJ Cowan - arXiv preprint arXiv:2411.06612, 2024 - arxiv.org
We consider a general class of translation-invariant systems with a specific category of
output nonlinearities motivated by biological sensing. We show that no dynamic output …

Active perception and localization for multi-robot systems

N De Carli - 2024 - theses.hal.science
In this thesis, we tackle challenges in the localization of multi-robot systems, focusing on
cooperative localization in non-infinitesimally rigid formations with sensing constraints. Our …