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
Updated 3/13/2026
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304
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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