Name
Abstract | ||
|---|---|---|
We consider the framework of transfer-entropy-regularized Markov decision process (TERMDP) in which the weighted sum of the classical state-dependent cost and the transfer entropy from the state random process to the control input process is minimized. Although TERMDPs are generally formulated as nonconvex optimization problems, an analytical necessary optimality condition can be expressed as a fi... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/TAC.2021.3069347 | IEEE Transactions on Automatic Control |
Keywords | DocType | Volume |
Entropy,Random processes,Standards,Markov processes,Thermodynamics,Rate-distortion,Optimization | Journal | 67 |
Issue | ISSN | Citations |
4 | 0018-9286 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Takashi Tanaka | 1 | 34 | 12.22 |
| Henrik Sandberg | 2 | 1215 | 112.50 |
| Mikael Skoglund | 3 | 1397 | 175.71 |