Dr. Meng Fang

Meng Fang

Assistant Professor in AI @ University of Liverpool | Visiting Prof @ TU/e
Teaching People AgentLab Google Scholar GitHub Email

I build human-like AI agents. My primary research focuses on AI Agents, Foundation Models, Reinforcement Learning (RL), and Social and Responsible AI.

I received my Ph.D. from UTS, advised by Prof. Dacheng Tao, and then worked as a postdoc with Prof. Trevor Cohn at the University of Melbourne. I held research and internship positions at Tencent (Robotics X and AI Lab), CSIRO, and Microsoft Research Asia before.

🚨 Openings: Open to self-motivated PhDs and Interns. Apply here ↗

Research

🤖 1. AI Agents

Building intelligent systems capable of human-like learning, reasoning, and planning in complex environments.

🎮 Games 🤖 Embodied Robotics

🗣️ 2. Foundation Models

Advancing Large Language Models (LLMs) through data-centric training, robust data selection, and enhancing mathematical and scientific reasoning.

🎯 3. Reinforcement Learning

Advancing foundational algorithms for decision-making, tackling core challenges in offline RL, multi-goal learning, and sparse rewards.

🛡️ 4. Social and Responsible AI

Investigating multilateral fairness and social bias in LLMs, alongside developing Safe RL algorithms to guarantee safety constraints in deployment.

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Selected Publications (Full List)