Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards.
Niklas FreymuthPhilipp DahlingerTobias WürthSimon ReischLuise KärgerGerhard NeumannPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- mesh refinement
- markov decision processes
- function approximation
- model free
- adaptive control
- machine learning
- state space
- reinforcement learning algorithms
- learning algorithm
- particle swarm optimization
- action selection
- multi agent
- swarm intelligence
- finite element
- reward function
- cooperative
- optimal policy
- neural network