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eess.SY2026
Submodular Multi-Agent Policy Learning for Online Distributed Task Allocation in Open Multi-Agent Systems
Jing Liu, Yangyang Yang, Luca Ballotta +3
This paper studies multi-agent reinforcement learning with submodular team utilities for online distributed task allocation. In this setting, each agent selects one action from a l…
eess.SY2025
Secure Distributed Consensus Estimation under False Data Injection Attacks: A Defense Strategy Based on Partial Channel Coding
Jiahao Huang, Marios M. Polycarpou, Wen Yang +2
This article investigates the security issue caused by false data injection attacks in distributed estimation, wherein each sensor can construct two types of residues based on loca…
eess.SY2023
Q-learning Based Optimal False Data Injection Attack on Probabilistic Boolean Control Networks
Xianlun Peng, Yang Tang, Fangfei Li +1
In this paper, we present a reinforcement learning (RL) method for solving optimal false data injection attack problems in probabilistic Boolean control networks (PBCNs) where the…