Multi-agent reinforcement learning for complex sequential decision-making

• المؤلف الرئيسي: Qiu, Wei
• مؤلفون آخرون: Bo An
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173035
• المؤسسة: Nanyang Technological University

Many tasks involve multiple agents and require sequential decision-making policies to achieve common goals, such as football games, real-time strategy games, and traffic light control in the road network. To obtain the policies of all agents, these problems can be modeled as multi-agent systems and...