Hung Manh La

About

Hung Manh La is a prominent robotics researcher whose work spans structural health monitoring, robot manipulation, multi-robot systems, and autonomous navigation. Best known for his pioneering contributions to automated bridge inspection, La developed robotic systems and novel algorithms—including the STRUM crack detection method—that have transformed how civil infrastructure is assessed, replacing error-prone manual inspection with precise, autonomous solutions. His 2014 paper on automated crack detection has garnered over 460 citations, while his robotic crack inspection and mapping systems have collectively reshaped bridge maintenance practices. Beyond infrastructure, La has made significant strides in robot manipulation, proposing dynamic neural network approaches to optimizing manipulability in redundant robotic arms (374 citations), and contributing a widely referenced review of deep reinforcement learning for robot manipulation (252 citations). His research extends into multi-robot coordination, cooperative learning for predator avoidance, and SLAM techniques for autonomous driving. With a body of work exceeding 2,100 cumulative citations across his top publications, La's interdisciplinary expertise bridges robotics, machine learning, and civil engineering, making him an influential figure for researchers tackling real-world automation and infrastructure safety challenges.

Research Focus

Key Achievements

Top Papers

1. 1
   Automated Crack Detection on Concrete Bridges

   461 citations · 2014
2. 2
   Manipulability Optimization of Redundant Manipulators Using Dynamic Neural Networks

   374 citations · 2017
3. 3
   Review of Deep Reinforcement Learning for Robot Manipulation

   252 citations · 2019
4. 4
   A Robotic Crack Inspection and Mapping System for Bridge Deck Maintenance

   201 citations · 2014
5. 5
   Dynamic task allocation in multi-robot coordination for moving target tracking: A distributed approach

   145 citations · 2018
6. 6
   Multirobot Cooperative Learning for Predator Avoidance

   144 citations · 2014
7. 7
   A Review of SLAM Techniques and Security in Autonomous Driving

   136 citations · 2019
8. 8
   Developing a crack inspection robot for bridge maintenance

   124 citations · 2011
9. 9
   Development of an autonomous bridge deck inspection robotic system

   120 citations · 2017
10. 10
    Review of Non-Destructive Civil Infrastructure Evaluation for Bridges: State-of-the-Art Robotic Platforms, Sensors and Algorithms

    118 citations · 2020

Key Collaborators

Contact & Links