Manipulating adaptive processes by constructive training-time attacks

• Main Author: Bector, Ridhima
• Other Authors: Zinovi Rabinovich
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/173190
• Institution: Nanyang Technological University

Over the last decade, Reinforcement Learning (RL) has dramatically altered the sequential decision-making landscape and has produced several AI breakthroughs such as AlphaGo, Pluribus, and AlphaStar which are RL-based Artificial Intelligence (AI) that have achieved superhuman proficiency in challeng...