Jing Peng
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jingpeng.bsky.social
Jing Peng
@jingpeng.bsky.social
MS CS @ UCSB
Reposted by Jing Peng
🎉 Mouse vs AI #NeurIPS2025 Challenge 2025

The first year was a great success:
🤖 290 submissions
👥 22 teams
🌎 7 countries
robustforaging.github.io

A huge thank you to all who participated!👏

This was our first attempt at a global competition built around real mouse behavior and visual robustness
Robust Foraging Competition
Can your AI visually navigate better than a mouse?
robustforaging.github.io
November 26, 2025 at 7:56 PM
Reposted by Jing Peng
🚨Our NeurIPS 2025 competition Mouse vs. AI is LIVE!

We combine a visual navigation task + large-scale mouse neural data to test what makes visual RL agents robust and brain-like.

Top teams: featured at NeurIPS + co-author our summary paper. Join the challenge!

Whitepaper: arxiv.org/abs/2509.14446
Mouse vs. AI: A Neuroethological Benchmark for Visual Robustness and Neural Alignment
Visual robustness under real-world conditions remains a critical bottleneck for modern reinforcement learning agents. In contrast, biological systems such as mice show remarkable resilience to environ...
arxiv.org
September 22, 2025 at 11:13 PM
Reposted by Jing Peng
Can your AI beat a mouse?

Mice still outperform our best computing machines in some ways. One way is robust visual processing.

10 years ago I decided to work on HARD behavior driven by COMPLEX visual processing. And that risk is paying off now. #neuroAI 1/n
July 10, 2025 at 12:22 PM