CV

Education

• M.S. in Computer Technology, University of Chinese Academy of Sciences, Institute of Automation, 2022-2025 (expected)
  • GPA: 3.68/4
  • Major Courses: Information Theory (93), Advanced Operating Systems (92), Principles and Applications of Computational Game Theory
• B.S. in Biotechnology, Northwest A&F University, College of Life Sciences, 2016-2020
  • Major Courses: Inorganic Chemistry (97), Genomics and Proteomics, Bioinformatics

Research Experience

• June 2024-Present: Research Intern
  • Camel.ai & KAUST
  • Projects:
    • Created StarCraft II mini-games multimodal environment
    • Implemented VLM (GPT4o) integration for StarCraft II gameplay
    • Developed real-time game state understanding approaches
• May 2024-Present: Research Collaboration
  • Tencent AI Lab
  • Projects:
    • Leading development of large-scale LLM-RL models
    • Built StarCraft II community dataset
    • Applied adapter tuning techniques for DI-star
    • Developed RL and language model integration approaches
• June 2023-Present: Research Assistant
  • Group Decision Intelligence Laboratory, UCAS
  • Projects:
    • Led “Large Language Models Play StarCraft II” project (Neurips 2024)
    • Created LLM Agent framework and TextSC2 environment
    • Developed multiple high-impact GitHub projects
    • Leading “Adaptive Command” project research
• March 2022-June 2023: Research Assistant
  • Institute of Automation, UCAS
  • Projects:
    • Established RL environment for StarCraft II
    • Implemented PPO and D3QN algorithms
    • Created CSGO AI system using visual imitation learning

Skills

• Programming & AI/ML
  • PyTorch
  • LLMs
  • Reinforcement Learning
  • Deep Learning
  • Prompt Engineering
• Game AI Development
  • StarCraft II API
  • CSGO Engine
  • LLM Agent Building
• Professional Gaming Achievements
  • StarCraft II Grandmaster League (Korean Server)
  • WESG China Regional Finals Top 24
  • NESO China Regional Finals Top 24
  • NSL Challenger Division Runner-up
• Languages
  • English (IELTS 6.5)

Publications

• Ma, W. Y., et al. (2024). “Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach.” Neurips 2024.
• “Token-level Direct Preference Optimization.” ICML 2024. (Third Author)
• Ma, W. Y., et al. (2024). “Adaptive Command: Real-Time Policy Adjustment via Language Models in StarCraft II.” DAI 2024.

Awards

• First Prize in MathorCup Challenge (2023)
• Second Prize in UCAS Innovation Competition (2023)