Search Results for author: H. M. Sabbir Ahmad

Found 2 papers, 1 papers with code

Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems

1 code implementation26 Mar 2024 Ehsan Sabouni, H. M. Sabbir Ahmad, Vittorio Giammarino, Christos G. Cassandras, Ioannis Ch. Paschalidis, Wenchao Li

Unfortunately, both performance and solution feasibility can be significantly impacted by two key factors: (i) the selection of the cost function and associated parameters, and (ii) the calibration of parameters within the CBF-based constraints, which capture the trade-off between performance and conservativeness.

Bilevel Optimization Model Predictive Control +1

Merging control in mixed traffic with safety guarantees: a safe sequencing policy with optimal motion control

no code implementations26 May 2023 Ehsan Sabouni, H. M. Sabbir Ahmad, Christos G. Cassandras, Wenchao Li

We address the problem of merging traffic from two roadways consisting of both Connected Autonomous Vehicles (CAVs) and Human Driven Vehicles (HDVs).

Autonomous Vehicles

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