B-gap: Behavior-rich simulation and navigation for autonomous driving

A Mavrogiannis, R Chandra… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
We address the problem of ego-vehicle navigation in dense simulated traffic environments
populated by road agents with varying driver behaviors. Navigation in such environments is …

Vision transformer for learning driving policies in complex multi-agent environments

E Kargar, V Kyrki - arXiv preprint arXiv:2109.06514, 2021 - arxiv.org
Driving in a complex urban environment is a difficult task that requires a complex decision
policy. In order to make informed decisions, one needs to gain an understanding of the long …

Vision transformer for learning driving policies in complex and dynamic environments

E Kargar, V Kyrki - 2022 IEEE Intelligent Vehicles Symposium …, 2022 - ieeexplore.ieee.org
Driving in a complex and dynamic urban environment is a difficult task that requires a
complex decision policy. In order to make informed decisions, one needs to gain an …

SLAV-Sim: A Framework for Self-Learning Autonomous Vehicle Simulation

J Crewe, A Humnabadkar, Y Liu, A Ahmed, A Behera - Sensors, 2023 - mdpi.com
With the advent of autonomous vehicles, sensors and algorithm testing have become crucial
parts of the autonomous vehicle development cycle. Having access to real-world sensors …

Vehicle-road cooperative simulation and 3D visualization system

D Wu - arXiv preprint arXiv:2208.07304, 2022 - arxiv.org
The safety of single-vehicle autonomous driving technology is limited due to the limits of
perception capability of on-board sensors. In contrast, vehicle-road collaboration technology …

Managing container QoS with network and storage workloads over a hyperconverged platform

S Bhaumik, S Chakraborty - 2020 IEEE 45th Conference on …, 2020 - ieeexplore.ieee.org
Container resource management is non-trivial over hyperconverged platforms where the
storage is shared among host servers. Therefore, the same backbone network is used by …

Poster: Controlling Quality of Service of Container Networks in a Hyperconverged Platform

S Bhaumik, K Chanda… - 2020 IFIP Networking …, 2020 - ieeexplore.ieee.org
This poster characterizes the impact of storage traffic over containerized network workloads
in a shared storage hyperconvergence architecture. We develop CONtrol, a control theoretic …

Interaction Aware Decision Making for Automated Vehicles Based on Reinforcement Learning

N Wang - 2022 - diva-portal.org
Decision-making is one of the key challenges blocking full autonomy of automated vehicles.
In highway scenarios, automated vehicles are expected to be aware of their surroundings …