Published 'Emergence of Maps in the Memories of Blind Navigation Agents' at ICLR 2023, recognized as Top-5% (Oral) and awarded Outstanding Paper Award (4 out of 4900).
Published 'VER: Scaling On-Policy RL Leads to Emergence of Navigation in Embodied Rearrangement' at NeurIPS 2022.
Published 'Does Spatial Cognition Emerge in Frontier Models?' at ICLR 2025.
Published 'Cut Your Losses in Large-Vocabulary Language Models' at ICLR 2025, selected for Oral presentation (top 1.8%).
Published 'Large Batch Simulation for Deep Reinforcement Learning' at ICLR 2021.
Published 'DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames' at ICLR 2020.
Published 'Robust Autonomy Emerges from Self-Play' at ICML 2025.
Research Experience
Currently a research scientist at Apple.
Summer 2020 intern at Intel, working with Vladlen Koltun.
Summer 2019 intern at FAIR, working with Manolis Savva.
Summer 2018 research intern at Facebook Reality Labs (FRL), working with Julian Straub.
Collaborated with Yasu Furukawa (now at SFU) while at Washington University in St. Louis.
Spent a summer working with Yinzhi Cao (now at JHU) at Lehigh University.
Mentored two students during PhD: Joel Ye (MS@GT → CMU PhD) and Guillermo Nicolas Grande (MS@GT → Microsoft).