(2007) studied construction waste application in concrete as natural fine aggregates. Plastic waste exhibited the largest compressive strength reduction compared to glass and crushed concrete. At the maximum replacement rate of 20 %, the strength decreased by 71 % compared to the control group. The...
Then, Section 3 introduces vision-based vehicle detection algorithms, focusing on the application of deep learning methods. Next, vehicle detection methods based on radar and LiDAR are delineated in Section 4. Section 5 provides an integrated analysis of Section 3 and Section 4, encompassing the ...
movements at intersections. This innovative application of transfer learning effectively mitigated the constraints imposed by the scarcity of red-light running scenarios within the dataset, establishing a robust foundation for predictive analysis. A significant contribution of this study lies in its ability...
We derive an upper bound on the collision probability based on the worst-case state transfer model: 𝑃𝑚𝑎𝑥(𝑐𝑜𝑙𝑙𝑖𝑠𝑖𝑜𝑛)=∑𝑡=0𝑇 𝑃(𝑠𝑡∈𝑆𝑐𝑜𝑙𝑙𝑖𝑠𝑖𝑜𝑛)Pmaxcollision=∑t=0T Pst∈Scollision (44) Combined with the ...
We derive an upper bound on the collision probability based on the worst-case state transfer model: 𝑃𝑚𝑎𝑥(𝑐𝑜𝑙𝑙𝑖𝑠𝑖𝑜𝑛)=∑𝑡=0𝑇 𝑃(𝑠𝑡∈𝑆𝑐𝑜𝑙𝑙𝑖𝑠𝑖𝑜𝑛)Pmaxcollision=∑t=0T Pst∈Scollision (44) Combined with the ...
Although our study uses the same technique for training a conditional controller, the model architecture and application domain are different. Our method is on the E2E spectrum, but the controller comes with commands determining the driver intention and sensory input. That eliminates any uncertainty ...
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. In Proceedings of the Proceedings—IEEE International Conference on Robotics and Automation, Brisbane, QLD, Australia, 21–25 May 2018; pp. 3803–3810. [Google Scholar] [CrossRef] [Green Version] Publisher’s Note: MDPI stays ...