most citedLearning Belief Representations for Imitation Learning in POMDPs

13 citations

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2 papers

cs.LG2019★ 13 cited

Learning Belief Representations for Imitation Learning in POMDPs

Tanmay Gangwani, Joel Lehman, Qiang Liu +1

We consider the problem of imitation learning from expert demonstrations in partially observable Markov decision processes (POMDPs). Belief representations, which characterize the…

stat.ME2017★ 1 cited

Multiplicative Coevolution Regression Models for Longitudinal Networks and Nodal Attributes

Yanjun He, Peter D. Hoff

We introduce a simple and extendable coevolution model for the analysis of longitudinal network and nodal attribute data. The model features parameters that describe three phenomen…