home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-ppo-agent-for-multi-parameter-tuning-with-discrete-actions-skill-md
machine-learningdata-ai

ppo-agent-for-multi-parameter-tuning-with-discrete-actions

Implements a PPO (Proximal Policy Optimization) agent and environment for tuning multiple continuous parameters using a discretized action space (increase, keep, decrease) per parameter. The policy network outputs a probability distribution matrix, and the environment handles parameter updates to avoid redundancy.

ECNU-ICALK
maintainer
ECNU-ICALK
Atualizado 3/13/2026
Estrelas
304
Forks
34
quick start

Installation and usage

Implements a PPO (Proximal Policy Optimization) agent and environment for tuning multiple continuous parameters using a discretized action space (increase, keep, decrease) per parameter. The policy network outputs a probability distribution matrix, and the environment handles parameter updates to avoid redundancy.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use ppo-agent-for-multi-parameter-tuning-with-discrete-actions