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Lounis Adouane

2 accepted papers

2025

Reliable Multi-Level Optimization for Safe Predictive Control of Autonomous Vehicles to Avoid Uncertain Multimodal PLEVs

IROS 2025

Safety assurance using all perceptual information to predict the motion of dynamic agents is critical in urban environments and remains an open challenge. For Autonomous Vehicles (AV) operating around vulnerable road users, the risk assessment strategy often needs to address stochastic uncertainties

Cited by 1SourceScholar
2018

Multi-Level Bayesian Decision-Making for Safe and Flexible Autonomous Navigation in Highway Environment

IROS 2018poster

This paper proposes an overall Multi-Controller Architecture (MCA) for safe and flexible navigation of autonomous navigation, under uncertainties in highway use-cases. In addition to the details given about the main modules (and their interactions) composing the proposed MCA, an important focus of t…

Cited by 42SourceScholar