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Jing Peng

@jingpeng.bsky.social

13 followers 22 following 0 posts

MS CS @ UCSB

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Reposted by Jing Peng

Michael Beyeler @mbeyeler.bsky.social · 26/11/2025

🎉 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

robustforaging.github.io

Robust Foraging Competition

Can your AI visually navigate better than a mouse?

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Reposted by Jing Peng

Marius Schneider @mariusschneider.bsky.social · 23/09/2025

🚨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

arxiv.org

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...

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Reposted by Jing Peng

Spencer LaVere Smith @spencerlaveresmith.bsky.social · 10/07/2025

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

An illustration of a mouse on a ball looking at a field of grass displayed on monitors.

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