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Sebastian Rene Towers

2 accepted papers

2025

ADIOS: Antibody Development via Opponent Shaping

ICML 2025poster

Anti-viral therapies are typically designed to target only the current strains of a virus, a *myopic* response. However, therapy-induced selective pressures drive the emergence of new viral strains, against which the original myopic therapies are no longer effective. This evolutionary response prese…

2025

Learning mirror maps in policy mirror descent

ICLR 2025poster

Policy Mirror Descent (PMD) is a popular framework in reinforcement learning, serving as a unifying perspective that encompasses numerous algorithms. These algorithms are derived through the selection of a mirror map and enjoy finite-time convergence guarantees. Despite its popularity, the explorati…

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