182 citations · 874 across the 39 of their papers we have counts for
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cs.LG2012★ 22 cited
Monte Carlo Bayesian Reinforcement Learning
Yi Wang, Kok Sung Won, David Hsu +1
Bayesian reinforcement learning (BRL) encodes prior knowledge of the world in a model and represents uncertainty in model parameters by maintaining a probability distribution over…
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…