Search Results - "Arbabi, Salar"
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1
Planning for Autonomous Driving via Interaction-Aware Probabilistic Action Policies
Published in IEEE access (2022)“…Devising planning algorithms for autonomous driving is non-trivial due to the presence of complex and uncertain interaction dynamics between road users. In…”
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Journal Article -
2
A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions
Published in IEEE Communications surveys and tutorials (01-01-2023)“…Continuously generated volumes of health data make healthcare a data-intensive domain. This data needs to be collected, stored, and shared among different…”
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Journal Article -
3
Learning an Interpretable Model for Driver Behavior Prediction with Inductive Biases
Published in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (23-10-2022)“…To plan safe maneuvers and act with foresight, autonomous vehicles must be capable of accurately predicting the uncertain future. In the context of autonomous…”
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Conference Proceeding -
4
Tracking Decisions about Granting Access to Health Data: Application Analysis and Requirements
Published in 2023 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS) (01-07-2023)“…Medical research often requires access to sensitive personal health data. According to GDPR, such access is only possible under certain legal bases, such as…”
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Conference Proceeding -
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Lane-Change Initiation and Planning Approach for Highly Automated Driving on Freeways
Published in 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) (01-11-2020)“…Quantifying and encoding occupants' preferences as an objective function for the tactical decision making of autonomous vehicles is a challenging task. This…”
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Conference Proceeding -
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Decision Making for Autonomous Driving in Interactive Merge Scenarios via Learning-based Prediction
Published 29-03-2023“…Autonomous agents that drive on roads shared with human drivers must reason about the nuanced interactions among traffic participants. This poses a highly…”
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Journal Article -
7
Learning an Interpretable Model for Driver Behavior Prediction with Inductive Biases
Published 31-07-2022“…To plan safe maneuvers and act with foresight, autonomous vehicles must be capable of accurately predicting the uncertain future. In the context of autonomous…”
Get full text
Journal Article -
8
Lane-Change Initiation and Planning Approach for Highly Automated Driving on Freeways
Published 28-07-2020“…Quantifying and encoding occupants' preferences as an objective function for the tactical decision making of autonomous vehicles is a challenging task. This…”
Get full text
Journal Article