Search Results for author: Abdulaziz Almuzairee

Found 3 papers, 1 papers with code

A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning

1 code implementation27 May 2024 Abdulaziz Almuzairee, Nicklas Hansen, Henrik I. Christensen

We benchmark its effectiveness on DMC-GB2 -- our proposed extension of the popular DMControl Generalization Benchmark -- as well as tasks from Meta-World and the Distracting Control Suite, and find that our method, SADA, greatly improves training stability and generalization of RL agents across a diverse set of augmentations.

Data Augmentation Q-Learning +1

X-Align++: cross-modal cross-view alignment for Bird's-eye-view segmentation

no code implementations6 Jun 2023 Shubhankar Borse, Senthil Yogamani, Marvin Klingner, Varun Ravi, Hong Cai, Abdulaziz Almuzairee, Fatih Porikli

Bird's-eye-view (BEV) grid is a typical representation of the perception of road components, e. g., drivable area, in autonomous driving.

Autonomous Driving Segmentation

X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation

no code implementations13 Oct 2022 Shubhankar Borse, Marvin Klingner, Varun Ravi Kumar, Hong Cai, Abdulaziz Almuzairee, Senthil Yogamani, Fatih Porikli

Bird's-eye-view (BEV) grid is a common representation for the perception of road components, e. g., drivable area, in autonomous driving.

Autonomous Driving Segmentation

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