A Cautious Approach to Generalization in Reinforcement Learning.
Raphael FonteneauSusan A. MurphyLouis WehenkelDamien ErnstPublished in: ICAART (1) (2010)
Keyphrases
- reinforcement learning
- function approximation
- machine learning
- control problems
- state space
- markov decision processes
- direct policy search
- optimal policy
- supervised learning
- transfer learning
- temporal difference learning
- decision trees
- optimal control
- reinforcement learning algorithms
- learning machines
- databases
- reinforcement learning methods
- robot control
- possibility theory
- artificial intelligence
- temporal difference
- mobile robot
- learning problems
- real time
- multi agent
- learning process