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Khurram Javed
I am a PhD student at the RLAI lab advised by Prof. Rich Sutton. I'm interested in building computational intelligence that learns online. Currently, I'm working on developing algorithms for scalable online agent-state construction. In the past, I did my M.Sc with Prof. Martha White on Meta-learning representations for Continual learning, worked at MILA with Prof. Yoshua Bengio on Causality and at TUKL-SEECS with Prof. Faisal Shafait on document analysis and continual learning. I also represented my home co
We propose an algorithm for scalable recurrent learning, and evaluate it on prediction problems on the Arcade Learning Environment (ALE). Paper Pre-print Scalable Online Recurrent Learning Using Columnar Neural Networks K. Javed , M. White, R. Sutton
We propose an algorithm to approximates the gradient in for recurrent state learning, and meta-learning in O(n) operations and memory. Paper Pre-print Learning Causal Models Online K. Javed , M. White, Y.Bengio
Home | Abhishek Naik's Website
Khurram Javed