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Aadyot Bhatnagar

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#artificial intelligence Apr 2026

Pareto-Optimal Offline Reinforcement Learning via Smooth Tchebysheff Scalarization

STOMP is a powerful, robust multi-objective alignment algorithm that can meaningfully improve post-training in multiple domains and achieves or ties for the highest hypervolumes on 16/18 protein tasks and 5/6 natural language tasks.

Aadyot Bhatnagar, Peter Mørch Groth, Sebastian Ibarraran et al. · arXiv.org · 0 citations