Characterizing reinforcement learning methods through parameterized learning problems.
Shivaram KalyanakrishnanPeter StonePublished in: Mach. Learn. (2011)
Keyphrases
- learning problems
- reinforcement learning methods
- reinforcement learning
- reinforcement learning algorithms
- supervised learning
- control problems
- learning tasks
- machine learning algorithms
- learning algorithm
- reinforcement learning problems
- function approximation
- dynamical systems
- machine learning
- semi supervised learning
- state space
- temporal difference
- markov decision processes
- kernel methods
- model free
- model construction
- multi agent
- optimal control
- action space
- evolutionary algorithm
- learning process
- fuzzy logic controller
- decision trees