一作NeurIPS 2026Poster
Certified Policy Optimisation for Nested Causal Bandits via PAC-Bayes Risk
Tim Woydt · Paul-David Zuercher
强化学习与后训练OpenReview
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Tim Woydt · Paul-David Zuercher
Tim Woydt · Matej Zečević · Kristian Kersting · Moritz Willig
Lukas Helff · Ahmad Omar · Felix Friedrich · Antonia Wüst · Hikaru Shindo · Rupert Mitchell · Tim Woydt · Patrick Schramowski · Wolfgang Stammer · Kristian Kersting
We introduce SLR, an end-to-end framework for systematic evaluation and training of Large Language Models (LLMs) via Scalable Logical Reasoning. Given a user’s task specification, SLR automatically synthesizes (i) an instruction prompt for an inductive reasoning task, (ii) a validation program, e...