2 papers
math.OC2026
A Recursive Domain- and Objective-Adaptive Frank-Wolfe Algorithm
Marcel Kaiser, Tobias Sutter
We investigate a recursive variant of the classical Frank-Wolfe algorithm for minimizing a convex differentiable function over a convex compact domain. Unlike the traditional setti…
math.OC2025
Towards Optimal Offline Reinforcement Learning
Mengmeng Li, Daniel Kuhn, Tobias Sutter
We study offline reinforcement learning problems with a long-run average reward objective. The state-action pairs generated by any fixed behavioral policy thus follow a Markov chai…