AI based serious game design - Kleptomancy

• Main Author: Wee, Chang Han
• Other Authors: Smitha Kavallur Pisharath Gopi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; Artificial intelligence; Reinforcement learning; Machine learning; Generative adversarial imitation learning; Self-play; Serious game
• Online Access: https://hdl.handle.net/10356/175216
• Institution: Nanyang Technological University

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...