Experimental analysis of eligibility traces strategies in temporal difference learning.
Jinsong LengLakhmi C. JainColin FyfePublished in: Int. J. Knowl. Eng. Soft Data Paradigms (2009)
Keyphrases
- temporal difference learning
- eligibility traces
- reinforcement learning algorithms
- reinforcement learning
- function approximation
- temporal difference
- markov decision processes
- model free
- state space
- reinforcement learning methods
- fixed point
- evaluation function
- game playing
- learning algorithm
- monte carlo
- radial basis function
- dynamic programming
- function approximators
- learning environment