MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue

arXiv:2603.06194 · cs.CL, cs.AI · Submitted 2026-03-06 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-03-06

Updated: 2026-10-21

Terminology

• Credit assignment — 4× in this paper · explained in 3 episodes
• Multi-granularity Intertemporal Credit Assignment — 2× in this paper
• GRPO — 1× in this paper · explained in 6 episodes
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes

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