Xinghua Lou

Researcher, Google DeepMind

Joined

April 2024

Names

Xinghua Lou (Preferred)

Emails

****@deepmind.com (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google DeepMind (deepmind.com)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

AUTOHARNESS: IMPROVING LLM AGENTS BY AUTOMATICALLY SYNTHESIZING A CODE HARNESS
Xinghua Lou, Miguel Lazaro-Gredilla, Antoine Dedieu, Carter Wendelken, Wolfgang Lehrach, Kevin Murphy
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
Code World Models for General Game Playing
Wolfgang Lehrach, Daniel Hennes, Miguel Lazaro-Gredilla, Xinghua Lou, Carter Wendelken, Zun Li, Antoine Dedieu, Marc Lanctot, Atil Iscen, John Schultz, Marcus Chiam, Ian Gemp, Piotr Zielinski, Satinder Singh, Kevin Patrick Murphy
- ICLR 2026 Poster
- Readers: Everyone
Improving Transformer World Models for Data-Efficient RL
Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, Wolfgang Lehrach, J Swaroop Guntupalli, Miguel Lazaro-Gredilla, Kevin Patrick Murphy
- ICLR 2025 Workshop World Models
- Readers: Everyone
Improving Transformer World Models for Data-Efficient RL
Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, J Swaroop Guntupalli, Wolfgang Lehrach, Miguel Lazaro-Gredilla, Kevin Patrick Murphy
- ICML 2025 poster
- Readers: Everyone

Co-Authors