Design and Comparison of Reward Functions in Reinforcement Learning for Energy Management of Sensor Nodes.
Yohann RioualYannick Le MoullecJohann LaurentMuhidul Islam KhanJean-Philippe DiguetPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- wireless sensor networks
- energy management
- sensor nodes
- sensor networks
- energy efficiency
- energy consumption
- reward function
- markov decision processes
- state space
- base station
- data transmission
- energy saving
- optimal policy
- mobile sensor networks
- wireless networks
- ambient intelligence
- wireless communication
- energy efficient
- dynamic programming