89 citations
- Florida State UniversityUS7 papers
- University of Tennessee at KnoxvilleUS5 papers
- Florida Institute for Human and Machine CognitionUS4 papers
- Auburn UniversityUS3 papers
- Florida International UniversityUS3 papers
- KTH Royal Institute of TechnologySE3 papers
- University of Massachusetts AmherstUS3 papers
- University of SouthamptonGB3 papers
- Carnegie Mellon UniversityUS2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Duke UniversityUS2 papers
4 papers · 1 filter
Making Human-Like Trade-offs in Constrained Environments by Learning from Demonstrations
Arie Glazier, Andrea Loreggia, Nicholas Mattei +3
Many real-life scenarios require humans to make difficult trade-offs: do we always follow all the traffic rules or do we violate the speed limit in an emergency? These scenarios fo…
Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?
Max Henrion, Malcolm Pradhan, Brendan del Favero +3
Recent research has found that diagnostic performance with Bayesian belief networks is often surprisingly insensitive to imprecision in the numerical probabilities. For example, th…
Strong Faithfulness and Uniform Consistency in Causal Inference
Jiji Zhang, Peter L. Spirtes
A fundamental question in causal inference is whether it is possible to reliably infer manipulation effects from observational data. There are a variety of senses of asymptotic rel…
A Transformational Characterization of Markov Equivalence for Directed Acyclic Graphs with Latent Variables
Jiji Zhang, Peter L. Spirtes
Different directed acyclic graphs (DAGs) may be Markov equivalent in the sense that they entail the same conditional independence relations among the observed variables. Chickering…