Deep-Reinforcement-Learning-Based Optimal Transmission Policies for Opportunistic UAV-Aided Wireless Sensor Network.
Yitong LiuJunjie YanXiaohui ZhaoPublished in: IEEE Internet Things J. (2022)
Keyphrases
- reinforcement learning
- wireless sensor networks
- optimal policy
- cooperative multi agent systems
- optimal control
- control policy
- data transmission
- dynamic programming
- control policies
- total reward
- energy efficient
- policy search
- learning algorithm
- markov decision process
- division multiple access
- mac protocol
- function approximation
- path planning
- energy consumption
- optimal solution
- worst case
- unmanned aerial vehicles
- average reward
- reward function
- vision based navigation