Rutgers Machine Learning Group


   Sungjin Ahn
   Assistant Professor
 
   
   


News!

About Me
  • I'm an Assistant Professor at the Department of Computer Science at Rutgers University. I lead the Rutgers Machine Learning Group. My research interest includes deep learning, Bayesian learning, deep reinforcement learning, and their connection to cognitive / neuroscience-inspired algorithms. My long-term goal is to develop these methodologies to make an AI agent that can learn like humans in complex environments. I received my Ph.D. at the University of California, Irvine on the study of scalable approximate Bayesian inference under the supervision of Prof. Max WellingI did my postdoc working on deep learning at MILA under Prof. Yoshua Bengio

Contact   
  • CBIM 9, 617 Bowser Rd., Piscataway, NJ, 08854
  • sjn.lastname at gmail.com

Research Focuses

For probabilistic agent learningI'm currently focusing on the following problems
    • Generative Models
    • Representation Learning
    • Meta-Learning
using the following methodologies
    • Deep Learning
    • Bayesian Learning
    • Reinforcement Learning
    • Cognitive/neuroscience-inspired Learning