Sidney Givigi

About

Sidney Givigi is a distinguished researcher whose work spans robotics, machine learning, computer vision, and smart manufacturing — fields at the intersection of artificial intelligence and real-world engineering applications. Based at Queen's University, Givigi has made transformative contributions to autonomous systems and multi-robot collaboration, with his survey on multiple mobile robot task and motion planning (2022, 107 citations) serving as an essential reference for the robotics community. His pioneering work on automated crack detection using machine vision (2016, 161 citations) revolutionized civil infrastructure inspection, replacing labor-intensive manual assessments with intelligent image analysis systems. This research has since inspired autonomous robot platforms optimized through FPGA-based designs for structural inspection. Givigi has also advanced 3D object localization using collaborative robots and stereo vision, and developed robust multi-robot map merging techniques using octree-based occupancy grids. A hallmark of his research philosophy is the integration of reinforcement learning into control and planning systems — evidenced by his adaptive fuzzy controllers, predictive robot control, and autonomous construction using learning automata. His contributions to cooperative robotics within Industrial IoT and smart manufacturing further demonstrate his commitment to bridging theoretical innovation with industrial impact. Across his career, his work has accumulated over 600 citations, establishing him as a leading voice in intelligent autonomous systems.

Research Focus

Key Achievements

Top Papers

1. 1
   Automatic Crack Detection and Measurement Based on Image Analysis

   161 citations · 2016
2. 2
   Multiple Mobile Robot Task and Motion Planning: A Survey

   107 citations · 2022
3. 3
   Vision-Based Measurement for Localization of Objects in 3-D for Robotic Applications

   77 citations · 2015
4. 4
   A Reinforcement Learning Adaptive Fuzzy Controller for Differential Games

   54 citations · 2009
5. 5
   Cooperative Robotics and Machine Learning for Smart Manufacturing: Platform Design and Trends Within the Context of Industrial Internet of Things

   53 citations · 2021
6. 6
   Autonomous Construction of Multiple Structures Using Learning Automata: Description and Experimental Validation

   41 citations · 2015
7. 7
   Robust and Efficient Multirobot 3-D Mapping Merging With Octree-Based Occupancy Grids

   38 citations · 2015
8. 8
   FPGA-Based Design Optimization in Autonomous Robot Systems for Inspection of Civil Infrastructure

   29 citations · 2020
9. 9
   Map merging of Multi-Robot SLAM using Reinforcement Learning

   28 citations · 2012
10. 10
    Adaptive predictive control of a differential drive robot tuned with reinforcement learning

    28 citations · 2018

Key Collaborators

Contact & Links