Multi-agent dueling Q-learning with mean field and value decomposition

• المؤلفون الرئيسيون: Ding, Shifei, Du, Wei, Ding, Ling, Guo, Lili, Zhang, Jian, An, Bo
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Value Decomposition; Mixed Cooperative-Competitive Task
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172040

A great deal of multi agent reinforcement learning(MARL) work has investigated how multiple agents effectively accomplish cooperative tasks utilizing value function decomposition methods. However, existing value decomposition methods can only handle cooperative tasks with shared reward, due to these...