Evolutionary Algorithms for Reinforcement Learning
John J. GrefenstetteDavid E. MoriartyAlan C. SchultzPublished in: CoRR (2011)
Keyphrases
- evolutionary algorithm
- reinforcement learning
- multi objective
- evolutionary computation
- optimization problems
- fitness function
- multi objective optimization
- differential evolution
- function approximation
- differential evolution algorithm
- genetic programming
- simulated annealing
- reinforcement learning algorithms
- state space
- genetic algorithm
- evolution strategy
- learning classifier systems
- model free
- machine learning
- multi agent
- nsga ii
- transition model
- temporal difference learning
- evolutionary strategy
- initial population
- data sets
- optimal policy
- markov decision processes
- temporal difference
- dynamic programming
- function approximators
- mutation operator
- evolutionary search
- stochastic approximation
- evolvable hardware
- learning tasks
- robotic control
- multiobjective evolutionary algorithms