Name
Abstract | ||
|---|---|---|
We consider the problem of controlling an unknown linear dynamical system with non-stochastic adversarial perturbations and adversarial convex loss functions. The possibility of sub-linear regret was posed as an open question by [Tu 2019]. We answer this question in the affirmative by giving an efficient algorithm that guarantees a regret of T^(2/3). Crucial for our result is a system identification procedure that is provably effective under adversarial perturbations. |
Year | Venue | DocType |
|---|---|---|
2020 | ALT | Conference |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Elad Hazan | 1 | 1619 | 111.90 |
| Sham Kakade | 2 | 4365 | 282.77 |
| Karan Singh | 3 | 3 | 2.83 |