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Reposted by Jake Tuero

Jake Tuero @tuero.ca · 15/07/2026

After many years and countless sleepless nights, I’ve successfully defended my #PhD thesis on Learning-Based Search Control for Policy Tree Search, which is also being nominated for best thesis award! I’m grateful to my supervisors and the committee for their invaluable feedback. Time for some 😴

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Jake Tuero @tuero.ca · 15/07/2026

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Jake Tuero @tuero.ca · 15/07/2025

🛬 Vancouver for #icml, I’ll be presenting our work on Subgoal Guided Heuristic Search with Learned Subgoals on Tuesday from 4:30-7:00pm. Come stop by and say hello 👋

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Reposted by Jake Tuero

Levi Lelis @programsynthesis.bsky.social · 13/06/2025

🧵1/ New paper! 📄 Subgoal-Guided Policy Heuristic Search with Learned Subgoals, led by my PhD student @tuero.ca. arxiv.org/pdf/2506.07255 This paper follows the Levin tree search (LTS) research line and focuses on learning subgoal-based policies.

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Jake Tuero @tuero.ca · 10/06/2025

Excited to share our paper "Subgoal-Guided Policy Heuristic Search with Learned Subgoals" has been accepted to #icml2025! Paper Preview: arxiv.org/pdf/2506.07255 I'll be attending ICML-25 in Vancouver, and I'm looking forward to chatting with anyone who is interested in our work!

arxiv.org

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Jake Tuero @tuero.ca · 24/11/2024

Sometimes it’s beneficial to try and reformulate a problem into another so that you can lean on the solutions the other provides. A Conv2D can be rewritten as a series of matrix multiplications, and I’ve gained a 2x speed up by reusing my fast matmul kernels for my Conv2D implementation!

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Jake Tuero @tuero.ca · 22/11/2024

So much for sleep, I’m glued here finding everyone to follow!

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