794 citations · 858 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 64 cited
Learning STRIPS Operators from Noisy and Incomplete Observations
Kira Mourao, Luke S. Zettlemoyer, Ronald P. A. Petrick +1
Agents learning to act autonomously in real-world domains must acquire a model of the dynamics of the domain in which they operate. Learning domain dynamics can be challenging, esp…
cs.CL2012★ 794 cited
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars
Luke S. Zettlemoyer, Michael Collins
This paper addresses the problem of mapping natural language sentences to lambda-calculus encodings of their meaning. We describe a learning algorithm that takes as input a trainin…