2 papers
cs.LG2022
Improved Policy Optimization for Online Imitation Learning
Jonathan Wilder Lavington, Sharan Vaswani, Mark Schmidt
We consider online imitation learning (OIL), where the task is to find a policy that imitates the behavior of an expert via active interaction with the environment. We aim to bridg…
cs.SI2014
Modeling Non-Progressive Phenomena for Influence Propagation
Vincent Yun Lou, Smriti Bhagat, Laks V. S. Lakshmanan +1
Recent work on modeling influence propagation focus on progressive models, i.e., once a node is influenced (active) the node stays in that state and cannot become inactive. However…