pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice.
Ali el HassouniMark HoogendoornMarketa CiharovaAnnet KleiboerKhadicha AmartiVesa MuhonenHeleen RiperA. E. EibenPublished in: LOD (2021)
Keyphrases
- reinforcement learning
- model free
- function approximation
- optimal policy
- learning capabilities
- reinforcement learning algorithms
- state space
- markov decision processes
- real time
- rl algorithms
- multi agent
- temporal difference
- collaborative filtering
- management system
- action selection
- learning algorithm
- learning agents
- autonomous learning
- reinforcement learning methods
- learning process
- policy search
- software architecture
- markov decision process
- multiagent reinforcement learning
- direct policy search
- temporal difference learning
- learned knowledge
- policy iteration
- transfer learning
- health care
- user preferences
- user profiles
- dynamic programming
- neural network