7 citations · 16 across the 13 of their papers we have counts for
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cs.AI2012
Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic
Truong-Huy Dinh Nguyen, Wee-Sun Lee, Tze-Yun Leong
We consider the problem of using a heuristic policy to improve the value approximation by the Upper Confidence Bound applied in Trees (UCT) algorithm in non-adversarial settings su…
cs.AI2012
CAPIR: Collaborative Action Planning with Intention Recognition
Truong-Huy Dinh Nguyen, David Hsu, Wee-Sun Lee +4
We apply decision theoretic techniques to construct non-player characters that are able to assist a human player in collaborative games. The method is based on solving Markov decis…