Mobile Energy Harvesting Nodes: Offline and Online Optimal Policies.
Ahmed ArafaSennur UlukusPublished in: IEEE Trans. Green Commun. Netw. (2018)
Keyphrases
- optimal policy
- markov decision processes
- decision problems
- state space
- reinforcement learning
- infinite horizon
- dynamic programming
- finite horizon
- dynamic programming algorithms
- long run
- finite state
- mobile devices
- energy consumption
- control policies
- sensor nodes
- average cost
- serial inventory systems
- markov decision process
- policy iteration
- state dependent
- average reward
- multistage
- average reward reinforcement learning
- initial state
- lost sales
- bayesian reinforcement learning
- reward function
- mobile nodes
- machine learning
- wireless sensor networks
- sufficient conditions
- markov chain