Choosing Best Fitness Function with Reinforcement Learning.
Arina AfanasyevaMaxim BuzdalovPublished in: ICMLA (2) (2011)
Keyphrases
- fitness function
- reinforcement learning
- genetic programming
- evolutionary algorithm
- genetic algorithm
- genetic algorithm ga
- evolutionary computation
- genetic operators
- search space
- function approximation
- particle swarm optimisation
- particle swarm
- dynamic programming
- fitness evaluation
- constrained optimization problems
- candidate solutions
- crossover and mutation
- genetic algorithm is employed
- initial population
- state space
- multi agent
- evolutionary process
- search algorithm
- neural network
- mutation operator
- crossover operator
- learning rate
- markov decision processes
- evolutionary search
- binary particle swarm optimization