2k citations
- Northwestern UniversityUS87 papers
- Fermi National Accelerator LaboratoryUS81 papers
- University of RochesterUS80 papers
- University of FloridaUS77 papers
- Rutgers, The State University of New JerseyUS76 papers
- Tufts UniversityUS74 papers
- Centro Brasileiro de Pesquisas FísicasBR73 papers
- University of PittsburghUS64 papers
- William & MaryUS63 papers
- University of MichiganUS61 papers
- Stony Brook UniversityUS58 papers
- University of Minnesota, DuluthUS57 papers
Showing 2011 · cs.AIShow all
2 papers · 2 filters
cs.AI2011★ 117 cited
Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes
A. Fern, R. Givan, S. Yoon
We study an approach to policy selection for large relational Markov Decision Processes (MDPs). We consider a variant of approximate policy iteration (API) that replaces the usual…
cs.AI2011★ 4 cited
Integrating Learning from Examples into the Search for Diagnostic Policies
V. Bayer-Zubek, T. G. Dietterich
This paper studies the problem of learning diagnostic policies from training examples. A diagnostic policy is a complete description of the decision-making actions of a diagnostici…