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cs.LG2026
SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
Nathan Samuel de Lara, Florian Shkurti
Modern offline Reinforcement Learning (RL) methods find performant actor-critics, however, fine-tuning these actor-critics online with value-based RL algorithms typically causes im…
cs.LG2023
A Consistent Diffusion-Based Algorithm for Semi-Supervised Graph Learning
Thomas Bonald, Nathan de Lara
The task of semi-supervised classification aims at assigning labels to all nodes of a graph based on the labels known for a few nodes, called the seeds. One of the most popular alg…