home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-ppo-cmos-circuit-tuning-skill-md
machine-learningdata-ai
ppo-cmos-circuit-tuning
Implements a Proximal Policy Optimization (PPO) algorithm with a specific Actor-Critic architecture to optimize CMOS transistor dimensions (W/L) for target gain and saturation. Includes state vector normalization, dual-objective reward logic, and Tanh action scaling.
maintainer
ECNU-ICALK
আপডেট হয়েছে 3/13/2026
স্টার
304
ফর্ক
34
quick start
Installation and usage
Implements a Proximal Policy Optimization (PPO) algorithm with a specific Actor-Critic architecture to optimize CMOS transistor dimensions (W/L) for target gain and saturation. Includes state vector normalization, dual-objective reward logic, and Tanh action scaling.
ইনস্টলেশন
$ install --globalskills.sh
ব্যবহার
ইনস্টল করার পর, টার্মিনালে নিচের কমান্ড চালিয়ে আপনি এই স্কিল ব্যবহার করতে পারবেন:
skills use ppo-cmos-circuit-tuning