Optimizing parameters in swarm intelligence using reinforcement learning: An application of Proximal Policy Optimization to the iSOMA algorithm.
Lukás KleinIvan ZelinkaDavid SeidlPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- swarm intelligence
- particle swarm optimization
- ant colonies
- ant colony optimization
- dynamic programming
- optimization algorithm
- learning algorithm
- reinforcement learning
- particle swarm
- objective function
- cost function
- discrete particle swarm optimization
- ant vibra
- neural network
- swarm optimization
- particle swarm optimization pso
- simulated annealing
- foraging behavior
- computational intelligence
- combinatorial optimization
- artificial bee colony
- evolutionary computation
- optimal policy
- swarm robotics