home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-rl-reward-circuit-mixed-optimization-skill-md
machine-learningdata-ai
rl-reward-circuit-mixed-optimization
Implements a reinforcement learning reward function for analog circuit design that handles mixed minimization/maximization objectives using normalized differences, while incorporating transistor saturation tracking to ensure stability.
maintainer
ECNU-ICALK
Updated 3/13/2026
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304
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34
quick start
Installation and usage
Implements a reinforcement learning reward function for analog circuit design that handles mixed minimization/maximization objectives using normalized differences, while incorporating transistor saturation tracking to ensure stability.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use rl-reward-circuit-mixed-optimization