A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
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Constrained Generative Policy Optimization with Mixture of Judges uses rule-based and LLM judges to constrain RLHF, improving multi-objective optimization and Pareto frontier.
Shanu Verma, Millie Pant, Václav Snåšel
A comprehensive review of NSGA-II variants for multi-objective combinatorial optimization problems, categorizing implementations into conventional, modified, and hybrid approaches.