Papers2

#rubric-based rewards

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

DeepResearch agents write long, evidence-based reports, but teaching and grading them is hard because there is no single 'right answer' to score against.

#DeepResearch#query-specific rubrics#human preference learning

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MOA: Multi-Objective Alignment for Role-Playing Agents

Intermediate

Chonghua Liao, Ke Wang et al.Dec 10arXiv

Role-playing agents need to juggle several goals at once, like staying in character, following instructions, and using the right tone.

#multi-objective alignment#role-playing agents#reinforcement learning

Not triaged yet