Autonomous Subgoal Discovery and Hierarchical Abstraction for Reinforcement Learning Using Monte Carlo Method.
Mehran AsadiManfred HuberPublished in: AAAI (2005)
Keyphrases
- monte carlo method
- reinforcement learning
- markov chain
- monte carlo
- state space
- genetic algorithm
- posterior distribution
- maximum likelihood estimation
- bayesian learning
- learning process
- learning algorithm
- markov decision processes
- machine learning
- multiscale
- search space
- dynamic programming
- neural network
- random variables
- generalized gaussian