AI based serious game design - Kleptomancy

• المؤلف الرئيسي: Wee, Chang Han
• مؤلفون آخرون: Smitha Kavallur Pisharath Gopi
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Engineering; Artificial intelligence; Reinforcement learning; Machine learning; Generative adversarial imitation learning; Self-play; Serious game
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175216

In this paper, we explored the use of Artificial Intelligence to create an adversary that demonstrates reasonable intelligence through the extensive use of Machine Learning techniques, Deep Reinforcement Learning and Imitation Learning techniques. In particular, we used Proximal Policy Optimizati...