hybrid human-AI collaboration in complex real-time video games
Key Points
- DAIRNet Theme: Human – AI Interaction
- Australian National University, Swinburne University of Technology, Queensland University of Technology and University of Queensland
- Points of contact: Dr Penny Kyburz and Prof Christopher Fluke
This project investigates hybrid human-AI collaboration models in video games, with the goal of achieving decision superiority. The project will deliver experimental findings, as well as human-AI collaboration models and test cases. It aims to:
- Identify and define relative human and AI strengths and weaknesses in operating in video game environments with respect to performance and optimal decision-making;
- Design, construct, and test AI models based on identified strengths and weaknesses;
- Determine how humans and AIs can best collaborate and communicate with respect to their identified strengths and tasks; and
- Identify, design, develop, and test methods of information sharing, sense-making, and decision-making between humans and AI in video game environments.
