Evolving Support Priorities in Empathetic Reinforcement Learning

arXiv:2609.34249 · cs.AI · Submitted 2026-09-28 · Read on arXiv

cs.AI

Submitted: 2026-09-28

Updated: 2026-10-14

Terminology

• Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

• Let's Verify Step by Step
• Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
• Preference-Aware Rubric Learning for Personalized Evaluation
• DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
• Co-Evolving LLM Evaluators and Policies via DynamicRubric
• Qwen2.5 Technical Report
• Qwen3 Technical Report
• Discourse Diversity in Multi-Turn Empathic Dialogue
• Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models
• MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue
• EMPA: Evaluating Persona-Aligned Empathy as a Process

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