Abstract:
Significant advances in game AI and military intelligent decision making have been achieved through the rapid development of intelligent games. However, the actual combat...Show MoreMetadata
Abstract:
Significant advances in game AI and military intelligent decision making have been achieved through the rapid development of intelligent games. However, the actual combat environment is highly complex, encompassing large state space and more unseen battlefield factors. As a result, applying game AI techniques to intelligent combat deduction still presents considerable challenges. Opponent modeling is one of effective approaches to addressing the complexity of game confrontation. Firstly, we focus on opponent modeling technology in game AI, analyzed the benefits and drawbacks of the relative opponent modeling technology used in game AI. And then we discuss the difficulties of transferring opponent modeling to combat deduction. Finally, we present the path for opponent modeling’s future development.
Published in: 2024 36th Chinese Control and Decision Conference (CCDC)
Date of Conference: 25-27 May 2024
Date Added to IEEE Xplore: 17 July 2024
ISBN Information: