AiTO: Simultaneous gate sizing and buffer insertion for timing optimization with GNNs and RL.

Hongxi Wu Zhipeng Huang Xingquan Li Wenxing Zhu

Published in: Integr. (2024)

Keyphrases

reinforcement learning
global optimization
optimization algorithm
optimization process
power losses
data sets
neural network
optimization problems
optimal policy
optimization method
learning algorithm
multi agent
state space
markov decision processes
optimization methods
model free