The False Dawn: Reevaluating Google's Reinforcement Learning for Chip Macro Placement.
Igor L. MarkovPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- chip design
- search engine
- function approximation
- low cost
- high speed
- robotic control
- reinforcement learning algorithms
- multi agent
- machine learning
- markov decision processes
- website
- vlsi implementation
- high density
- state space
- analog vlsi
- physical design
- real time
- temporal difference learning
- learning algorithm
- function approximators
- action selection
- optimal control
- autonomous learning
- transition model
- optimal policy
- social media
- dynamic programming