Risk-aware motion planning in partially known environments

FS Barbosa, B Lacerda, P Duckworth… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
Recent trends envisage robots being deployed in areas deemed dangerous to humans,
such as buildings with gas and radiation leaks. In such situations, the model of the …

Robot navigation in risky, crowded environments: Understanding human preferences

A Suresh, A Taylor, LD Riek… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
The effective deployment of robots in risky and crowded environments (RCE) requires the
specification of robot plans that are consistent with humans' behaviors. As is well known …

Risk-perception-aware control design under dynamic spatial risks

A Suresh, S Martínez - IEEE Control Systems Letters, 2021 - ieeexplore.ieee.org
This letter proposes a novel Risk-Perception-Aware (RPA) control design using non-rational
perception of risks associated with uncertain dynamic spatial costs. We use Cumulative …

Purr-rrt*: Behavioral path planning in uncertain, risky and rewarding environments

A Suresh, C Nieto, S Martínez - 2023 20th International …, 2023 - ieeexplore.ieee.org
Effective robotic deployment in uncertain risky and rewarding environments demand diverse
reasoning and planning capabilities from robots. In this work, we propose a novel behavioral …

Path planning under risk and uncertainty of the environment

L Cuevas, M Ramirez, I Shames… - 2021 American Control …, 2021 - ieeexplore.ieee.org
This manuscript addresses the path planning problem under risk and uncertainty to reduce
the chances of undesirable damage or even loss of the autonomous vehicle. Here, it is …

Robotic Exploration using Generalized Behavioral Entropy

A Suresh, C Nieto-Granda, S Martinez - arXiv preprint arXiv:2402.10161, 2024 - arxiv.org
This work presents and evaluates a novel strategy for robotic exploration that leverages
human models of uncertainty perception. To do this, we introduce a measure of uncertainty …

Reactive Robot Navigation Using Behavioral Risk Perception for Uncertain Dynamic Obstacles

A Suresh, C Nieto-Granda - 2024 21st International …, 2024 - ieeexplore.ieee.org
Successful robotic deployment in challenging environments requires diverse reasoning and
reactive control techniques to deal with uncertainty and risk. In this work, we propose a novel …

Reliable network design considering endogenous customers' choices under probabilistic arc failures

P Dong, Y Liu, Q Meng, G Yu - IISE Transactions, 2024 - Taylor & Francis
We consider a reliable network design where the facility location and road ban decisions are
jointly optimized to minimize the total expected costs and risks against uncertain exogenous …

[图书][B] Design of Intuitive and Risk-Perception-Aware Robotic Navigation Algorithms

A Suresh - 2022 - search.proquest.com
As robots become more integrated into society, their reasoning and actions will invariably be
evaluated by human decision makers. Thus, robots need to perceive, act, and reason like …

Towards Safer and Risk-aware Motion Planning and Control for Robotic Systems

FS Barbosa - 2022 - diva-portal.org
Safety and risk-awareness are important properties for robotic systems, be it for protecting
them from potentially dangerous internal states, or for avoiding collisions with obstacles and …