Portrait of Kenneth Tran

Kenneth Tran

Principal Research Engineer

About

About

I’m a Principal Research Engineer in the Deep Learning Group. I have a wide interest in Machine Learning spanning from theory to practice to system designs.

My current main research pursuit is reinforcement learning (RL) with focus on model-based reinforcement learning, uncertainty quantification, and planning/decision making under uncertainty; and real-world optimal control applications, including controlled environment agriculture (CEA) optimization, energy optimization, etc.

Previously, I’ve also worked on:

  • Convolutional neural nets and computer vision (object detection, image segmentation, image classification, etc.)
  • Image captioning and multimodal modeling
  • Optimization algorithms
  • DL/ML platform

Below are some of the projects in which I’ve played a leading role:

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