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MOA: Multi-Objective Alignment for Role-Playing Agents

cs.CL · 2025-12-10 · unverdicted · novelty 6.0

MOA applies multi-objective RL with fine-grained rubrics and thought-augmented rollouts to role-playing agents, enabling an 8B model to match closed-source performance on PersonaGym and RoleMRC benchmarks.

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  • MOA: Multi-Objective Alignment for Role-Playing Agents cs.CL · 2025-12-10 · unverdicted · none · ref 10

    MOA applies multi-objective RL with fine-grained rubrics and thought-augmented rollouts to role-playing agents, enabling an 8B model to match closed-source performance on PersonaGym and RoleMRC benchmarks.