2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2017
Learning Policies for Markov Decision Processes from Data
Manjesh K. Hanawal, Hao Liu, Henghui Zhu +1
We consider the problem of learning a policy for a Markov decision process consistent with data captured on the state-actions pairs followed by the policy. We assume that the polic…
cs.OH2016★ 2 cited
City traffic forecasting using taxi GPS data: A coarse-grained cellular automata model
Yucheng Hu, Minwei Li, Hao Liu +3
City traffic is a dynamic system of enormous complexity. Modeling and predicting city traffic flow remains to be a challenge task and the main difficulties are how to specify the s…