Memetic Evolution Strategy for Reinforcement Learning.
Xinghua QuYew-Soon OngYaqing HouXiaobo ShenPublished in: CEC (2019)
Keyphrases
- evolution strategy
- differential evolution
- reinforcement learning
- evolutionary algorithm
- cma es
- optimization algorithm
- convergence speed
- function approximation
- genetic algorithm
- state space
- temporal difference
- particle swarm optimization
- memetic algorithm
- optimization methods
- multi agent
- markov decision processes
- particle swarm optimizer
- particle swarm optimization pso
- particle swarm optimization algorithm
- robotic control
- model free
- genetic operators
- reinforcement learning algorithms
- multi agent reinforcement learning
- optimization method
- optimal control
- transfer learning
- multi objective
- global search
- optimal policy
- learning algorithm
- neural network
- crossover operator
- evolutionary computation
- genetic programming
- worst case
- dynamic programming
- multi agent systems
- policy search
- machine learning