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.

ECNU-ICALK
maintainer
ECNU-ICALK
업데이트됨 3/13/2026
스타
304
포크
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.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use gnn-ppo-continuous-stability-entropy