RL-IoT: Reinforcement Learning to Interact with IoT Devices.
Giulia MilanLuca VassioIdilio DragoMarco MelliaPublished in: COINS (2021)
Keyphrases
- reinforcement learning
- management system
- cloud computing
- smart objects
- reinforcement learning algorithms
- model free
- state space
- markov decision processes
- function approximation
- multi agent
- temporal difference
- optimal policy
- learning algorithm
- location information
- big data
- machine learning
- mobile devices
- partially observable
- ambient intelligence
- mobile computing
- markov decision process
- transfer learning
- learning agents
- rl algorithms
- continuous state
- multi agent reinforcement learning
- approximate dynamic programming
- state and action spaces
- natural interaction
- continuous state spaces
- actor critic
- action space
- autonomous learning
- learning process
- action selection
- dynamic programming
- data management
- mobile applications