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'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
Title
'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
Author
Kancharla, Venkata Sai Santosh Ravi Teja
Date Created
2019
Subjects--Topical
Artificial intelligence
Description
Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...
A Scalable deep learning framework for autonomous road asset classification
Title
A Scalable deep learning framework for autonomous road asset classification
Author
Nouri Gooshki, Sadegh
Date Created
2019
Subjects--Topical
Artificial intelligence
Description
The focus of this thesis is on automation in road asset inspection using deep neural networks. Even though some progress has been made in automation of data collection and condition assessment, the amount of manual operation and the cost of road i...