Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Chip Placement with Diffusion Models
Vint Lee, Minh Nguyen, Leena Elzeiny +3
Macro placement is a vital step in digital circuit design that defines the physical location of large collections of components, known as macros, on a 2D chip. Because key performa…
cs.LG2023
DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing
Vint Lee, Pieter Abbeel, Youngwoon Lee
Model-based reinforcement learning (MBRL) has gained much attention for its ability to learn complex behaviors in a sample-efficient way: planning actions by generating imaginary t…