Heuristically-Accelerated Reinforcement Learning: A Comparative Analysis of Performance.
Murilo Fernandes MartinsReinaldo A. C. BianchiPublished in: TAROS (2013)
Keyphrases
- reinforcement learning
- function approximation
- markov decision processes
- reinforcement learning algorithms
- control problems
- state space
- temporal difference
- machine learning
- relational reinforcement learning
- multi agent
- robotic control
- evolutionary learning
- optimal control
- learning problems
- optimal policy
- dynamic programming
- genetic algorithm
- learning process
- multiscale
- decision trees
- knowledge base
- learning classifier systems
- decision making
- information systems
- computer vision
- reinforcement learning methods
- continuous state
- search engine
- perceptual aliasing
- data mining