Immediate Reward Reinforcement Learning for Projective Kernel Methods.
Colin FyfePei Ling LaiPublished in: ESANN (2007)
Keyphrases
- kernel methods
- reinforcement learning
- machine learning
- learning problems
- support vector
- kernel function
- support vector machine
- reinforcement learning algorithms
- state space
- learning algorithm
- kernel matrix
- feature space
- reproducing kernel hilbert space
- reward function
- markov decision processes
- kernel pca
- kernel matrices
- learning tasks
- multiple kernel learning
- kernel trick
- multiple kernel
- optimal policy
- learning agent
- policy gradient
- kernel fisher discriminant analysis
- transfer learning
- supervised learning
- dynamic programming
- image processing
- learning frameworks
- kernel based clustering