Reinforcement learning versus evolutionary computation: A survey on hybrid algorithms.
Madalina M. DruganPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- evolutionary computation
- hybrid algorithms
- evolutionary algorithm
- reinforcement learning
- policy evaluation
- genetic algorithm
- genetic programming
- fitness function
- multi objective
- computational intelligence
- temporal difference
- simulated annealing
- hybrid algorithm
- function approximation
- metaheuristic
- optimization problems
- model free
- least squares
- markov decision processes
- differential evolution
- policy iteration
- function approximators
- machine learning
- optimal policy
- reinforcement learning algorithms
- fuzzy logic
- learning algorithm
- state space
- action selection
- markov decision process
- sat problem
- monte carlo
- evaluation function
- transfer learning
- hill climbing
- multi objective optimization
- dynamic programming
- reinforcement learning methods
- control system
- artificial neural networks