Delving into Macro Placement with Reinforcement Learning.
Zixuan JiangEbrahim M. SonghoriShen WangAnna GoldieAzalia MirhoseiniJoe JiangYoung-Joon LeeDavid Z. PanPublished in: MLCAD (2021)
Keyphrases
- reinforcement learning
- function approximation
- state space
- markov decision processes
- policy search
- multi agent
- direct policy search
- control problems
- optimal policy
- function approximators
- learning algorithm
- temporal difference learning
- continuous state
- evolutionary learning
- multi agent reinforcement learning
- machine learning
- reinforcement learning algorithms
- temporal difference
- decision making
- database
- action selection
- learning problems
- supervised learning
- learning agents
- dynamic programming
- decision trees
- genetic algorithm
- information retrieval