期刊
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
卷 58, 期 6, 页码 3785-3813出版社
SIAM PUBLICATIONS
DOI: 10.1137/20M1329202
关键词
principal eigenvalue; Donsker-Varadhan functional; risk-sensitive criterion
资金
- National Science Foundation [DMS-1715210]
- Army Research Office [W911NF-17-1-001]
- Office of Naval Research [N00014-16-1-2956]
- INSPIRE faculty fellowship
- DST-SERB [EMR/2016/004810]
- J. C. Bose Fellowship
We address the variational formulation of the risk-sensitive reward problem for nondegenerate diffusions on R-d controlled through the drift. We establish a variational formula on the whole space and also show that the risk-sensitive value equals the generalized principal eigenvalue of the semilinear operator. This can be viewed as a controlled version of the variational formulas for principal eigenvalues of diffusion operators arising in large deviations. We also revisit the average risk-sensitive minimization problem, and by employing a gradient estimate developed in this paper, we extend earlier results to unbounded drifts and running costs.
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