Ruotian Ma

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authored 2 papers 6 months ago

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training

Paper • 2505.14681 • Published May 20, 2025 • 10

RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents

Paper • 2507.03112 • Published Jul 3, 2025 • 32

authored 2 papers 8 months ago

Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models

Paper • 2505.02847 • Published May 1, 2025 • 28

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning

Paper • 2504.19162 • Published Apr 27, 2025 • 18

authored 4 papers 10 months ago

Are Large Language Models Good Prompt Optimizers?

Paper • 2402.02101 • Published Feb 3, 2024

Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models

Paper • 2502.08922 • Published Feb 13, 2025

S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Paper • 2502.12853 • Published Feb 18, 2025 • 29

Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs

Paper • 2410.15438 • Published Oct 20, 2024