Advanced topics in deep reinforcement learning and its applications

• Main Author: Chen, Jianda
• Other Authors: Sinno Jialin Pan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/164296
• Institution: Nanyang Technological University

The development of reinforcement learning attracts more and more attention among researchers. Leveraging deep learning, i.e. embedding neural network function approximators, reinforcement learning is empowered to achieve great success on a broad range of tasks including video games, control, Natural...