IoT-Aerial Base Station Task Offloading With Risk-Sensitive Reinforcement Learning for Smart Agriculture.
Turgay PamukluAnne Catherine NguyenAisha SyedWilliam Sean KennedyMelike Erol-KantarciPublished in: IEEE Trans. Green Commun. Netw. (2023)
Keyphrases
- real time
- base station
- risk sensitive
- reinforcement learning
- model free
- optimal control
- markov decision processes
- wireless sensor networks
- wireless networks
- control policies
- markov decision problems
- sensor networks
- reinforcement learning algorithms
- communication networks
- function approximation
- mobile users
- energy consumption
- ad hoc networks
- state space
- dynamic programming
- utility function
- policy iteration
- finite state
- optimal policy
- temporal difference
- control system
- sensor nodes
- expected utility
- partially observable
- action space
- control strategies
- infinite horizon
- quality of service
- markov decision process
- function approximators
- decision making
- machine learning
- reward function
- decision makers