Ayush Raina

According to our database, Ayush Raina authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Behavioural Cloning in VizDoom.

Ryan Spick, Timothy Bradley, Ayush Raina, Pierluigi Vito Amadori, Guy Moss

CoRR, 2024

2022

Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search.

Ayush Raina, Jonathan Cagan, Christopher McComb

CoRR, 2022

2021

Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces.

Ayush Raina, Jonathan Cagan, Christopher McComb

CoRR, 2021

Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design.

Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb

CoRR, 2021

2019

Learning to design from humans: Imitating human designers through deep learning.

Ayush Raina, Christopher McComb, Jonathan Cagan

CoRR, 2019