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References from Fusion of mixture-of-experts and Lyapunov learning for trajectory optimization and task offloading in multi-UAVs networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Wireless communications with unmanned aerial vehicles: opportunities and challenges
10.1109/mcom.2016.7470933 · 2016 · External reference
Help from the sky: leveraging UAVs for disaster management
10.1109/mprv.2017.11 · 2017 · External reference
The emergence of edge computing
10.1109/mc.2017.9 · 2017 · External reference
Mobile edge computing via a UAV-mounted cloudlet: optimization of bit allocation and path planning
10.1109/tvt.2017.2706308 · 2018 · External reference
Joint trajectory and communication design for multi-UAV enabled wireless networks
10.1109/twc.2017.2789293 · 2018 · External reference
DTSNet: dynamic transformer slimming for efficient vision recognition
10.1109/tmm.2025.3607796 · 2026 · External reference
Game of drones: multi-UAV pursuit-evasion game with online motion planning by deep reinforcement learning
10.1109/tnnls.2022.3146976 · 2023 · External reference
Multi-agent actor-critic for mixed cooperative-competitive environments
2017 · External reference
A blockchain-based secure crowd monitoring system using UAV swarm
10.1109/mnet.011.2000210 · 2021 · External reference
Joint trajectory control, frequency allocation, and routing for UAV swarm networks: a multi-agent deep reinforcement learning approach
10.1109/tmc.2024.3403890 · 2024 · External reference
Constrained policy optimization
2017 · External reference
A comprehensive survey on safe reinforcement learning
2015 · External reference
Adaptive mixtures of local experts
10.1162/neco.1991.3.1.79 · 1991 · External reference
Unresolved reference
2010 · External reference
Computation rate maximization in UAV-enabled wireless-powered mobile-edge computing systems
10.1109/jsac.2018.2864426 · 2018 · External reference
Multi-agent deep reinforcement learning-based trajectory planning for multi-UAV assisted mobile edge computing
10.1109/tccn.2020.3027695 · 2021 · External reference
Cooperative internet of UAVs: distributed trajectory design by multi-agent deep reinforcement learning
10.1109/tcomm.2020.3013599 · 2020 · External reference
QMIX: monotonic value function factorisation for deep multi-agent reinforcement learning
2018 · External reference
Multi-UAV cooperative obstacle avoidance path planning based on PER-MASAC
2025 · External reference
Multi-agent DRL for task offloading and resource allocation in multi-UAV enabled IoT edge network
10.1109/tnsm.2021.3096673 · 2021 · External reference
Energy-efficient UAV-aided computation offloading on THz band: a MADRL solution
2024 · External reference
Actor-attention-critic for multi-agent reinforcement learning
2019 · External reference
Graph-attention-based reinforcement learning for trajectory design and resource assignment in multi-UAV-assisted communication
10.1109/jiot.2024.3397823 · 2024 · External reference
A survey and critique of multiagent deep reinforcement learning
10.1007/s10458-019-09421-1 · 2019 · External reference
Lyapunov-guided delay-aware energy efficient offloading in IIoT-MEC systems
10.1109/tii.2022.3206787 · 2023 · External reference
Lyapunov-guided offloading optimization based on soft actor-critic for ISAC-aided internet of vehicles
10.1109/tmc.2024.3445350 · 2024 · External reference
Joint trajectory optimization and resource allocation in UAV-MEC systems: a Lyapunov-assisted DRL approach
10.1109/tsc.2025.3544124 · 2025 · External reference
Lyapunov-guided deep reinforcement learning for stable online computation offloading in mobile-edge computing networks
10.1109/twc.2021.3085319 · 2021 · External reference
From sparse to soft mixtures of experts
2024 · External reference
Outrageously large neural networks: the sparsely-gated mixture-of-experts layer
2017 · External reference
NeuroBA: neuro-symbolic bitrate adaptation for IRS-aided mobile video streaming
10.1109/ton.2025.3650266 · 2026 · External reference
Adaptive compression offloading and resource allocation for edge vision computing
10.1109/tccn.2024.3400820 · 2024 · External reference
Adaptive delay-energy balanced partial offloading strategy in mobile edge computing networks
10.1016/j.dcan.2022.05.029 · 2023 · External reference
Joint energy minimization and resource allocation in C-RAN with mobile cloud
10.1109/tcc.2016.2522439 · 2018 · External reference
