home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-gnn-ppo-continuous-stability-entropy-skill-md
machine-learningdata-ai
gnn-ppo-continuous-stability-entropy
Implements a PPO agent utilizing a Graph Neural Network (GNN) for state embeddings and continuous action spaces. The policy update integrates a custom stability loss based on node features and an entropy regularization term, ensuring efficient computation and stable training.
maintainer
ECNU-ICALK
Actualizado 3/13/2026
Estrellas
304
Forks
34
quick start
Installation and usage
Implements a PPO agent utilizing a Graph Neural Network (GNN) for state embeddings and continuous action spaces. The policy update integrates a custom stability loss based on node features and an entropy regularization term, ensuring efficient computation and stable training.
Instalación
$ install --globalskills.sh
Uso
Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:
skills use gnn-ppo-continuous-stability-entropy