Emilie Kaufmann
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| title | conference | date |
|---|---|---|
| On the Complexity of Learning Good Policies With and Without Rewards | Mathematics of Online Decision Making 2020 | 2020-10-23 |
Proposes a model-based UCB algorithm called RF-UCRL that estimates transitions from visit counts and drives exploration by maximizing a data-dependent upper… | ||
| Revisiting the Exploration-Exploitation Trade-Off in Bandit Models | Optimization and Decision-Making Under Uncertainty (Simons Institute, September 2016) | 2016-09-19 |
Characterizes when regret and pure-exploration diverge: sampling must follow information-theoretic Wstar proportions computed by a 1‑D optimization over KL… | ||
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