Multi-Agent Cooperation: Beyond Human Decision-Making
Advancing AI collaboration in complex scenarios
This comprehensive survey explores how multiple AI agents can work together to solve complex problems that require coordinated decision-making.
- Examines various cooperative scenarios across autonomous driving, drone navigation, and disaster rescue
- Reviews advanced decision-making techniques that surpass human capabilities in complex environments
- Identifies key challenges and future directions for multi-agent systems
Gaming Impact: This research provides frameworks for developing more sophisticated NPC coordination, team-based AI opponents, and dynamic game environments where multiple AI agents work together to challenge players in increasingly realistic ways.