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Toward Collaborative AI: A Framework for the Transition from Autonomous Agents to Adaptive Human-AI Partners

Nalan Karunanayake, Savindu Nanayakkara, Kasun Gayashan Hettihewa, Upaka Rathnayake

2026, 5(3): 21. doi: 10.53941/ijndi.2026.100021

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Open AccessArticle

Adaptive Event-Triggered Fault-Tolerant Control for Networked Multi-Agent Systems under Actuator and Sensor Faults

Wei-Rong Wang, Ji Zhang, Guo-Ping Liu, Hao-Hua Lv

2026, 5(2): 9. doi: 10.53941/ijndi.2026.100009

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Open AccessArticle

Probability-Guaranteed Consensus Control for Nonlinear Multi-Agent Systems Under Bit Flips

Shuo Yuan, Lifeng Ma, Chen Gao

2025, 4(3): 100020. doi: 10.53941/ijndi.2025.100020

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11 Cited
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Open AccessArticle
Fault-tolerant formation consensus control for time-varying multi-agent systems with stochastic communication protocol

Chunyu Li, Yifan Liu, Ming Gao, Li Sheng

2024, 3(1): 100004. doi: 10.53941/ijndi.2024.100004

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The Cooperative Output Regulation by the Distributed Observer Approach

Youfeng Su, He Cai, Jie Huang

2022, 1(1): 20-35. doi: 10.53941/ijndi0101003

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101 Cited
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