Having dreams is what makes life tolerable.
Hi there! I am Zilin, a Computer Science DPhil student at the University of Oxford in the **British
Open-ended Learning and Discovery (BOLD) (**previously WhiRL and FLAIR labs). I am fortunate to be co-supervised by Professor Shimon Whiteson and Professor Jakob Foerster. I previously received a Master’s degree from Tsinghua University, supervised by Prof. Zhiyong Wu. Before that, I did my undergraduate studies at Dalian University of Technology.
My research focuses on efficient deep reinforcement learning (RL) and its application in autonomous driving.
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\small\texttt{Email: [email protected]}
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**CV / Google Scholar / Github / X / Linkedin**
News
- Sep 24, 2026 - Our paper Learning to Drive in New Cities Without Human Demonstrations gets accepted by NeurIPS 2026.
- Sep 24, 2026 - Our paper Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors gets accepted by NeurIPS 2026 Position Paper Track.
- May 18, 2026 - Started my internship at Motional.
- April 30, 2026 - Our paper Procedural Generation of Algorithm Discovery Tasks in Machine Learning is accepted by ICML 2026.
- April 01, 2026 - Visited Waymo and gave a talk about NOMAD.
- Mar 10, 2026 - Attended Isambard Summit and gave a talk about NOMAD.
- Mar 10, 2026 - Gave a talk at Motional about NOMAD.
- Feb 06, 2026 - Gave a talk at EMERGE lab about NOMAD.
- Nov 27, 2025 - We release the code of DiscoBench: An Open-Ended Benchmark For Algorithm Discovery, check it!
- Aug 07, 2025 - Our paper How Should We Meta-Learn Reinforcement Learning Algorithms? was awarded Outstanding Paper for Scientific Understanding In Reinforcement Learning at RLC 2025. Big congrats to all the authors!
- May 09, 2025 - Our work How Should We Meta-Learn Reinforcement Learning Algorithms? is accepted by RLC 2025.
- May 01, 2025 - Our paper Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning is accepted for an oral presentation (Top ~1%) at ICML 2025.
- Oct 05, 2024 - Started my DPhil at Oxford!