Exploration of network centrality in goal conditioned reinforcement learning

• المؤلف الرئيسي: Sharma Divyansh
• مؤلفون آخرون: Arvind Easwaran
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Reinforcement learning; Goal conditioned reinforcement learning; Policy gradient algorithms; Network centrality
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175302
• المؤسسة: 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...