RL-IoT: Reinforcement Learning to Interact with IoT Devices.
Giulia MilanLuca VassioIdilio DragoMarco MelliaPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- management system
- smart objects
- function approximation
- model free
- big data
- cloud computing
- state space
- optimal policy
- reinforcement learning algorithms
- location information
- learning algorithm
- learning classifier systems
- mobile computing
- ubiquitous computing
- mobile devices
- multi agent
- partially observable domains
- context aware
- rl algorithms
- temporal difference learning
- transfer learning
- machine learning
- continuous state
- learning agents
- function approximators
- policy iteration
- control problems
- complex domains
- dynamic programming
- sensor networks
- supervised learning
- autonomous learning
- everyday objects
- ambient intelligence
- markov decision processes