Professor,
Dept. of Computing Science,
University of Alberta
DeepMind Chair in Artificial Intelligence
Canada CIFAR AI Chair at Amii
Amii Fellow
Office: 345 Athabasca
Email (in domain ualberta.ca): mmueller
Activities and Interests
Research - main areas:
Monte Carlo and exact methods in game-tree search;
exploration in heuristic search and machine learning;
domain-independent classical planning;
algorithms in combinatorial game theory.
Research Group, current and previous members and visitors
May 9: Two papers accepted for IEEE Conference on Games 2023,
"Deep Dive on Checkers Endgame Data" and
"Weighting Information Sets with Siamese Neural Networks in Reconnaissance Blind Chess".
Gratulations Jiuqi and Timo!
May 2: Group meetings are Wed 2pm in Ath 332.
Guests are always welcome. Contact
Hongming
for more information.
May 1: Welcome Mark Usmanov! He is joining our group over the summer
to work on an efficient solver for combinatorial games.
May 1: Grades submitted, ready to start summer research!
Apr 12: course project presentations on the last day of CMPUT 657.
Jan 20:
Our paper
"Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay" was accepted to ICLR 2023. Congratulations Hongming!
Jan 9: Martin teaches a grad course CMPUT 657 this term