Ayush Raina

According to our database, Ayush Raina authored at least 7 papers between 2019 and 2026.

Collaborative distances:

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

2026

The Dual Mechanisms of Spatial Reasoning in Vision-Language Models.

Kelly Cui, Nikhil Prakash, Ayush Raina, David Bau, Antonio Torralba, Tamar Rott Shaham

CoRR, March, 2026

VirtualEnv: A Platform for Embodied AI Research.

Kabir Swain, Sijie Han, Ayush Raina, Jin Zhang, Shuang Li, Michael Stopa, Antonio Torralba

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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