A UAV collaborative defense scheme driven by DDPG algorithm

Autonomous Maneuver Decision Making of Dual-UAV Cooperative Air Combat Based on Deep Reinforcement Learning

(2022) Jinwen Hu et al.   Electronics

Autonomous Obstacle Avoidance and Target Tracking of UAV Based on Deep Reinforcement Learning

(2022) Guoqiang Xu et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Joint Optimization on Trajectory, Cache Placement, and Transmission Power for Minimum Mission Time in UAV-Aided Wireless Networks

(2021) Tingting Lan et al.   ISPRS International Journal of Geo-Information

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks

(2021) Ye Hu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IoT Enabled UAV: Network Architecture and Routing Algorithm

(2019) Qixun Zhang et al.   IEEE Internet of Things Journal

Localization and Clustering Based on Swarm Intelligence in UAV Networks for Emergency Communications

(2019) Muhammad Yeasir Arafat et al.   IEEE Internet of Things Journal

Self-Adaptive Resource Allocation in Underwater Acoustic Interference Channel: A Reinforcement Learning Approach

(2019) Hui Wang et al.   IEEE Internet of Things Journal

Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation

(2019) Quanyi Li et al.   IEEE Internet of Things Journal

Dynamical Motor Control Learned with Deep Deterministic Policy Gradient

(2018) Haibo Shi et al.   Computational Intelligence and Neuroscience

Resource-Optimized Multiarmed Bandit-Based Offload Path Selection in Edge UAV Swarms

(2018) Anandarup Mukherjee et al.   IEEE Internet of Things Journal

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE