Exploration of network centrality in goal conditioned reinforcement learning

• 主要作者: Sharma Divyansh
• 其他作者: Arvind Easwaran
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Reinforcement learning; Goal conditioned reinforcement learning; Policy gradient algorithms; Network centrality
• 在線閱讀: https://hdl.handle.net/10356/175302
• 機構: Nanyang Technological University

This final year project explores the domain of Goal Conditioned Reinforcement Learning (GCRL) with a particular focus on addressing the challenges presented by sparse reward environments, common in real-world scenarios. The paper begins by laying a solid foundation in the basic principles of Reinfor...