In this paper, we introduce a new, formal model of learning object metadata. The model enables more formal, rigorous reasoning over metadata. An important feature of the model is t...
This paper summarizes research on a new emerging framework for learning to plan using the Markov decision process model (MDP). In this paradigm, two approaches to learning to plan...
Sridhar Mahadevan, Sarah Osentoski, Jeffrey Johns,...
ion of Clocks in Synchronous Data-flow Systems Albert Cohen1 , Louis Mandel2 , Florence Plateau2 , and Marc Pouzet23 1 INRIA Saclay - Ile-de-France, Orsay, France 2 LRI, Univ. Pari...
Albert Cohen, Louis Mandel, Florence Plateau, Marc...
Abstract. Starting from existing spreadsheet software, like Lotus 1-23R , ExcelR , or Spreadsheet 2000R , we propose a sequence of enhancements to fully integrate constraint-based ...
In Sequential Viterbi Models, such as HMMs, MEMMs, and Linear Chain CRFs, the type of patterns over output sequences that can be learned by the model depend directly on the modelâ...