Evolutionary Algorithms for Reinforcement Learning.
David E. MoriartyAlan C. SchultzJohn J. GrefenstettePublished in: J. Artif. Intell. Res. (1999)
Keyphrases
- evolutionary algorithm
- reinforcement learning
- multi objective
- evolutionary computation
- optimization problems
- differential evolution
- genetic programming
- function approximation
- differential evolution algorithm
- model free
- state space
- fitness function
- learning classifier systems
- multi objective optimization
- reinforcement learning algorithms
- simulated annealing
- genetic algorithm
- robotic control
- temporal difference
- learning process
- evolutionary search
- multi agent
- evolution strategy
- initial population
- markov decision processes
- autonomous learning
- machine learning
- control system
- constrained optimization problems
- temporal difference learning
- multiobjective evolutionary algorithms
- function approximators
- evolutionary strategy
- mutation operator
- nsga ii
- learning problems
- transfer learning
- optimal policy
- fuzzy logic