Energy Efficient Task Offloading in UAV-Enabled MEC Using a Fully Decentralized Deep Reinforcement Learning Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Asadian-Rad, Hamidreza, Soleimani, Hossein, Farahmand, Shahrokh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
by: Jiang, Jiechuan, et al.
Published: (2024)
by: Jiang, Jiechuan, et al.
Published: (2024)
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update
by: Hairi, Fnu, et al.
Published: (2024)
by: Hairi, Fnu, et al.
Published: (2024)
Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning
by: May, Daniel, et al.
Published: (2024)
by: May, Daniel, et al.
Published: (2024)
UAV-Assisted Multi-Task Federated Learning with Task Knowledge Sharing
by: Yang, Yubo, et al.
Published: (2025)
by: Yang, Yubo, et al.
Published: (2025)
Fully Independent Communication in Multi-Agent Reinforcement Learning
by: Pina, Rafael, et al.
Published: (2024)
by: Pina, Rafael, et al.
Published: (2024)
Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
by: Fan, Enguang, et al.
Published: (2026)
by: Fan, Enguang, et al.
Published: (2026)
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
by: Zhang, Zhiyao, et al.
Published: (2025)
by: Zhang, Zhiyao, et al.
Published: (2025)
On-policy Actor-Critic Reinforcement Learning for Multi-UAV Exploration
by: Farid, Ali Moltajaei, et al.
Published: (2024)
by: Farid, Ali Moltajaei, et al.
Published: (2024)
Decentralized Task Offloading and Load-Balancing for Mobile Edge Computing in Dense Networks
by: Yahya, Mariam, et al.
Published: (2024)
by: Yahya, Mariam, et al.
Published: (2024)
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking
by: Zhu, Yujiao, et al.
Published: (2024)
by: Zhu, Yujiao, et al.
Published: (2024)
Decentralized Diffusion Policy Learning for Enhanced Exploration in Cooperative Multi-agent Reinforcement Learning
by: Zhang, Yuyang, et al.
Published: (2026)
by: Zhang, Yuyang, et al.
Published: (2026)
Fully-Decentralized MADDPG with Networked Agents
by: Bolliger, Diego, et al.
Published: (2025)
by: Bolliger, Diego, et al.
Published: (2025)
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning
by: Amato, Christopher
Published: (2024)
by: Amato, Christopher
Published: (2024)
Multi-Agent Reinforcement Learning for Sample-Efficient Deep Neural Network Mapping
by: Krishnan, Srivatsan, et al.
Published: (2025)
by: Krishnan, Srivatsan, et al.
Published: (2025)
MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning
by: Ratnabala, Lavanya, et al.
Published: (2025)
by: Ratnabala, Lavanya, et al.
Published: (2025)
Energy-Efficient Power Control for Multiple-Task Split Inference in UAVs: A Tiny Learning-Based Approach
by: Zhao, Chenxi, et al.
Published: (2023)
by: Zhao, Chenxi, et al.
Published: (2023)
Chisme: Fully Decentralized Differentiated Deep Learning for IoT Intelligence
by: Kuttivelil, Harikrishna, et al.
Published: (2025)
by: Kuttivelil, Harikrishna, et al.
Published: (2025)
Peer-to-Peer Energy Trading of Solar and Energy Storage: A Networked Multiagent Reinforcement Learning Approach
by: Feng, Chen, et al.
Published: (2024)
by: Feng, Chen, et al.
Published: (2024)
Sensor to Pixels: Decentralized Swarm Gathering via Image-Based Reinforcement Learning
by: Koifman, Yigal, et al.
Published: (2026)
by: Koifman, Yigal, et al.
Published: (2026)
DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints
by: Hassan, Raheeb, et al.
Published: (2023)
by: Hassan, Raheeb, et al.
Published: (2023)
Reinforcement Learning Enabled Peer-to-Peer Energy Trading for Dairy Farms
by: Shah, Mian Ibad Ali, et al.
Published: (2024)
by: Shah, Mian Ibad Ali, et al.
Published: (2024)
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning
by: Huh, Dom, et al.
Published: (2024)
by: Huh, Dom, et al.
Published: (2024)
Spatiotemporal Attention-Augmented Inverse Reinforcement Learning for Multi-Agent Task Allocation
by: Yin, Huilin, et al.
Published: (2025)
by: Yin, Huilin, et al.
Published: (2025)
A Survey of Multi-Agent Deep Reinforcement Learning with Communication
by: Zhu, Changxi, et al.
Published: (2022)
by: Zhu, Changxi, et al.
Published: (2022)
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures
by: Uddin, Ashab, et al.
Published: (2025)
by: Uddin, Ashab, et al.
Published: (2025)
Reward-Independent Messaging for Decentralized Multi-Agent Reinforcement Learning
by: Yoshida, Naoto, et al.
Published: (2025)
by: Yoshida, Naoto, et al.
Published: (2025)
Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information
by: Corazza, Jan, et al.
Published: (2025)
by: Corazza, Jan, et al.
Published: (2025)
A Semi Centralized Training Decentralized Execution Architecture for Multi Agent Deep Reinforcement Learning in Traffic Signal Control
by: Rezaali, Arash, et al.
Published: (2025)
by: Rezaali, Arash, et al.
Published: (2025)
Game-Theoretic and Reinforcement Learning-Based Cluster Head Selection for Energy-Efficient Wireless Sensor Network
by: Eskandarpour, Mehrshad, et al.
Published: (2025)
by: Eskandarpour, Mehrshad, et al.
Published: (2025)
Multi-Agent Deep Reinforcement Learning for Collaborative UAV Relay Networks under Jamming Atatcks
by: Nguyen, Thai Duong, et al.
Published: (2025)
by: Nguyen, Thai Duong, et al.
Published: (2025)
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making
by: Minelli, Giovanni, et al.
Published: (2023)
by: Minelli, Giovanni, et al.
Published: (2023)
Goal-Oriented Multi-Agent Reinforcement Learning for Decentralized Agent Teams
by: Du, Hung, et al.
Published: (2025)
by: Du, Hung, et al.
Published: (2025)
Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards
by: Freymuth, Niklas, et al.
Published: (2024)
by: Freymuth, Niklas, et al.
Published: (2024)
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
by: Schäfer, Lukas, et al.
Published: (2023)
by: Schäfer, Lukas, et al.
Published: (2023)
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
by: Na, Hyungho, et al.
Published: (2024)
by: Na, Hyungho, et al.
Published: (2024)
Transformer World Model for Sample Efficient Multi-Agent Reinforcement Learning
by: Deihim, Azad, et al.
Published: (2025)
by: Deihim, Azad, et al.
Published: (2025)
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
by: Shi, Laixi, et al.
Published: (2024)
by: Shi, Laixi, et al.
Published: (2024)
Harnessing Implicit Cooperation: A Multi-Agent Reinforcement Learning Approach Towards Decentralized Local Energy Markets
by: Salazar-Pena, Nelson, et al.
Published: (2026)
by: Salazar-Pena, Nelson, et al.
Published: (2026)
A Survey of Multi Agent Reinforcement Learning: Federated Learning and Cooperative and Noncooperative Decentralized Regimes
by: Cheruiyot, Kemboi, et al.
Published: (2025)
by: Cheruiyot, Kemboi, et al.
Published: (2025)
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control
by: Satheesh, Anirudh, et al.
Published: (2025)
by: Satheesh, Anirudh, et al.
Published: (2025)
Similar Items
-
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
by: Jiang, Jiechuan, et al.
Published: (2024) -
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update
by: Hairi, Fnu, et al.
Published: (2024) -
Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning
by: May, Daniel, et al.
Published: (2024) -
UAV-Assisted Multi-Task Federated Learning with Task Knowledge Sharing
by: Yang, Yubo, et al.
Published: (2025) -
Fully Independent Communication in Multi-Agent Reinforcement Learning
by: Pina, Rafael, et al.
Published: (2024)