105 citations · 160 across the 5 of their papers we have counts for
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cs.LG2019
Class Teaching for Inverse Reinforcement Learners
Manuel Lopes, Francisco Melo
In this paper we propose the first machine teaching algorithm for multiple inverse reinforcement learners. Specifically, our contributions are: (i) we formally introduce the proble…
cs.LG2013★ 2 cited
Multi-class Generalized Binary Search for Active Inverse Reinforcement Learning
Francisco Melo, Manuel Lopes
This paper addresses the problem of learning a task from demonstration. We adopt the framework of inverse reinforcement learning, where tasks are represented in the form of a rewar…