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.
maintainer
ECNU-ICALK
Updated 3/13/2026
Stars
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.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use ppo-agent-for-multi-parameter-tuning-with-discrete-actions