A reinforcement learning-based communication topology in particle swarm optimization.
Yue XuDechang PiPublished in: Neural Comput. Appl. (2020)
Keyphrases
- particle swarm optimization
- reinforcement learning
- pso algorithm
- multi objective
- particle swarm optimization algorithm
- state space
- machine learning
- swarm intelligence
- global optimization
- shuffled frog leaping algorithm
- communication overhead
- information exchange
- convergence speed
- communication networks
- differential evolution
- information sharing
- data sets
- multi agent reinforcement learning
- inertia weight
- genetic algorithm
- reinforcement learning algorithms
- particle swarm
- multi agent
- communication systems
- optimal control
- artificial neural networks
- function approximation
- learning algorithm
- global search
- multi party
- evolutionary algorithm
- optimal policy
- ant colony optimization
- computer networks
- transfer learning
- robotic control
- markov decision processes