Towards human-level artificial intelligence agents

• Main Author: Leung, Jonathan Cyril
• Other Authors: Miao Chun Yan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Goal modelling; Reinforcement learning; Agent development; Machine learning
• Online Access: https://hdl.handle.net/10356/174532
• Institution: Nanyang Technological University

Deep learning has provided a method to train large neural networks to learn a representation of data that best solves a given task without the need for manual feature engineering. The combination of Reinforcement Learning (RL) and deep learning, often referred to as Deep Reinforcement Learning (DRL)...