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
Jun 30: Our paper "Neural Network-based Information Set Weighting for Playing Reconnaissance Blind Chess" was accepted for the IEEE Transactions on Games 2024! Congratulations Timo! This is an extended version of our CoG 2023 paper.
Jun 30: My five year term as "DeepMind Chair in Artificial Intelligence" has come to an end. A whole-hearted thank you to DeepMind for the honor and the funding!
Jun 19: Our paper "Efficiently Training Neural Networks for Imperfect-Information Games by Sampling Information Sets" was accepted for KI 2024, the German AI conference. Congratulations Timo!
June 6-28: Martin's Visit to Taiwan. Owen joined for part of the time. Stayed at Academia Sinica in Taipei, as guest of Ti-Rong Wu. We visited I-Chen Wu and his group at National Yang Ming Chiao Tung University in Hsinchu. I gave two talks, one at Academia Sinica on Rejwana's and Asmaul's research, and one at the Taiwanese Computer Game Association (TCGA) conference in Hualien, on seki in the game of Go. Owen gave a talk on EWS at National Yang Ming Chiao Tung University.
May 15: Owen passed his Candidacy exam! Congratulations!
May 1: Our Department celebrated its 60th birthday today!
Apr 24: Congratulations Owen on winning a NSERC PGS D award!
Apr 17: Asmaul passed her MSc exam! Congratulations!
Apr 16: Our paper "Expected Work Search: Combining Win Rate and Proof Size Estimation" was just accepted at IJCAI! Congratulations Owen and Ting!
Apr 15: Our paper "Learning With Generalised Card Representations for "Magic: The Gathering" was accepted for the IEEE Conference on Games (CoG) 2024! Congratulations Timo!
Apr 12: Last CMPUT 204 class
Mar 21: Ehsan passed his MSc exam! Congratulations!
Jan-Apr: Martin is teaching a very large section of CMPUT 204 - Algorithms.