MARL-Based Cooperative Multi-AGV Control in Warehouse Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3206537
Abstract: Automated guided vehicles (AGVs) are essential components for the automation of fulfillment centers, a type of warehouse, where goods are stored on shelves and carried by AGVs. To increase the productivity in inventory management, a… read more here.
Keywords: marl based; control; cooperative multi; proposed scheme ... See more keywords
Stealthy Black-Box Attack With Dynamic Threshold Against MARL-Based Traffic Signal Control System
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2024.3413356
Abstract: Multiagent reinforcement learning (MARL) promises outstanding performance for multiintersection traffic signal control systems (TSCS), enabling intelligent administration of cities. However, the vulnerability of MARL algorithms to adversarial attacks has raised concerns about the security of… read more here.
Keywords: traffic signal; attack; marl based; signal control ... See more keywords