Synergies between Evolutionary Algorithms and Reinforcement Learning.
Madalina M. DruganPublished in: GECCO (Companion) (2015)
Keyphrases
- evolutionary algorithm
- reinforcement learning
- multi objective
- evolutionary computation
- optimization problems
- differential evolution
- simulated annealing
- genetic programming
- fitness function
- genetic algorithm
- function approximation
- multi objective optimization
- machine learning
- temporal difference
- learning classifier systems
- state space
- model free
- reinforcement learning algorithms
- evolutionary process
- markov decision processes
- optimal policy
- learning process
- evolutionary search
- evolution strategy
- differential evolution algorithm
- learning algorithm
- transfer learning
- mutation operator
- temporal difference learning
- multi agent
- constrained optimization problems
- multi agent reinforcement learning
- evolutionary methods
- function approximators
- markov decision process
- artificial neural networks
- supervised learning
- particle swarm optimization
- genetic algorithm ga