RL-OPC: Mask Optimization With Deep Reinforcement Learning.
Xiaoxiao LiangYikang OuyangHaoyu YangBei YuYuzhe MaPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2024)
Keyphrases
- reinforcement learning
- function approximation
- state space
- reinforcement learning algorithms
- model free
- multi agent
- optimization algorithm
- markov decision processes
- machine learning
- transfer learning
- optimization problems
- temporal difference
- global optimization
- action selection
- control problems
- rl algorithms
- direct policy search
- learning classifier systems
- optimal policy
- learning problems
- temporal difference learning
- reinforcement learning methods
- learning algorithm
- autonomous learning
- actor critic
- partially observable domains
- optimization method
- single agent
- markov decision process
- action space
- policy search
- genetic algorithm