Reinforcement Learning Performance Evaluation: An Evolutionary Approach.
Genci CapiMasao YokotaPublished in: IAS (2006)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- markov decision processes
- temporal difference
- state space
- multi agent
- evolutionary learning
- model free
- optimal control
- optimal policy
- genetic programming
- direct policy search
- control problems
- reinforcement learning algorithms
- learning process
- fitness function
- dynamic programming
- supervised learning
- information systems
- real time
- multi agent systems
- action selection
- search algorithm
- function approximators
- temporal difference learning
- stochastic approximation
- website
- policy search
- robotic control
- fitted q iteration