Research on multi-robot collaborative operation in logistics and warehousing using A3C optimized YOLOv5-PPO model

L Wang, G Liu - Frontiers in Neurorobotics, 2024 - frontiersin.org
Introduction In the field of logistics warehousing robots, collaborative operation and
coordinated control have always been challenging issues. Although deep learning and …

FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game

G Hu, Y Zhu, H Li, D Zhao - IEEE Transactions on Emerging …, 2024 - ieeexplore.ieee.org
Many real-world applications involve some agents that fall into two teams, with payoffs that
are equal within the same team but of opposite sign across the opponent team. The so …