Ayush Raina

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Regression Trees

Design Principles

Weakly Supervised

Top Venues

Publications

Ryan Spick, Timothy Bradley, Ayush Raina, Pierluigi Vito Amadori, Guy Moss
Behavioural Cloning in VizDoom. CoRR (2024)
Ayush Raina, Jonathan Cagan, Christopher McComb
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search. CoRR (2022)
Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design. CoRR (2021)
Ayush Raina, Jonathan Cagan, Christopher McComb
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces. CoRR (2021)
Ayush Raina, Christopher McComb, Jonathan Cagan
Learning to design from humans: Imitating human designers through deep learning. CoRR (2019)