On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
André da Motta Salles BarretoDouglas Adriano AugustoHelio J. C. BarbosaPublished in: Artificial Evolution (2009)
Keyphrases
- evolutionary computation
- reinforcement learning
- sequential decision problems
- evolutionary algorithm
- evolutionary learning
- genetic programming
- computational intelligence
- swarm intelligence
- machine learning and data mining
- genetic algorithm
- fitness function
- active exploration
- function approximation
- reinforcement learning algorithms
- function approximators
- fuzzy logic
- evolutionary approaches
- nature inspired algorithms
- machine learning
- neural network
- model free
- markov decision processes
- continuous state
- temporal difference methods
- learning algorithm
- transfer learning
- optimal policy
- state space
- learning process
- objective function