Mingda Wan

Westlake University

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

RLHF & Preference Learning (1)Tool Use & Agents (1)Training Efficiency & Optimization (1)

Frequent co-authors

Bowen Ding (1)Yuhan Chen (1)Jiyao Yuan (1)Qi Zhu (1)Futing Wang (1)Heyuan Deng (1)Fei Mi (1)Lifeng Shang (1)

Papers (1)

Oct 13, 2026

1d ago·also Huawei, IAS, Institute, of Advanced Technology +1

ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning

LLM agents can now learn complex multi-turn tasks with critic-free RL by dynamically shaping advantages based on an evolving "Agentic Reference Graph."

Bowen Ding, Mingda Wan, Yuhan Chen +7

RLHF & Preference Learning Tool Use & Agents Training Efficiency & Optimization

Mingda Wan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

Search

Mingda Wan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)