Chip Placement with Deep Reinforcement Learning.
Azalia MirhoseiniAnna GoldieMustafa YazganJoe JiangEbrahim M. SonghoriShen WangYoung-Joon LeeEric JohnsonOmkar PathakSungmin BaeAzade NaziJiwoo PakAndy TongKavya SrinivasaWilliam HangEmre TuncerAnand BabuQuoc V. LeJames LaudonRichard C. HoRoger CarpenterJeff DeanPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- high speed
- function approximation
- state space
- low cost
- analog vlsi
- temporal difference
- reinforcement learning algorithms
- high density
- robotic control
- markov decision processes
- multi agent
- learning algorithm
- transition model
- real time
- database
- supervised learning
- mobile robot
- genetic algorithm
- machine learning
- deep learning
- function approximators
- reinforcement learning methods
- stochastic approximation
- vlsi implementation
- programmable logic
- chip design