Jake Tuero (@jaketuero) 's Twitter Profile
Jake Tuero

@jaketuero

PhD Candidate @UAlberta | Tree Search & RL | enjoyer of video games, caffeine, C++, and hockey | 🇨🇦

ID: 298806525

linkhttp://tuero.github.io calendar_today15-05-2011 00:01:34

567 Tweet

82 Followers

387 Following

C++Now (@cppnow) 's Twitter Profile Photo

Security in C++ - Hardening Techniques From the Trenches - by Louis Dionne - C++Now 2024 youtu.be/t7EJTO0-reg #Cplusplus #Cpp #Programming

Team Canada (@teamcanada) 's Twitter Profile Photo

Red. White. And Golden! 🍁 Team Canada reigns supreme at the 4 Nations Face-Off, taking down the US in classic hockey fashion! 🇨🇦🏒 - Le Canada en or! 🍁 Équipe Canada s’impose à la Confrontation des 4 Nations battant les États-Unis dans la plus pure tradition du hockey! 🇨🇦🏒

Red. White. And Golden! 🍁

Team Canada reigns supreme at the 4 Nations Face-Off, taking down the US in classic hockey fashion! 🇨🇦🏒
-
Le Canada en or! 🍁

Équipe Canada s’impose à la Confrontation des 4 Nations battant les États-Unis dans la plus pure tradition du hockey! 🇨🇦🏒
Jake Tuero (@jaketuero) 's Twitter Profile Photo

I implemented a pytorch-like cuda accelerated autograd library in C++. Check it out! github.com/tuero/tinytens… #cpp #cplusplus #cuda

Jake Tuero (@jaketuero) 's Twitter Profile Photo

Looking to experiment with neural networks, or wanting a low barrier to entry codebase to learn how to implement your own backend in C++? I implemented a pytorch-like cuda accelerated autograd library in C++. Check it out! github.com/tuero/tinytens… #cpp #cplusplus #cuda

Jake Tuero (@jaketuero) 's Twitter Profile Photo

Excited to share our paper "Subgoal-Guided Policy Heuristic Search with Learned Subgoals" has been accepted to #icml2025! This paper looks at a class of algorithms called policy tree search, which combines policies from reinforcement learning with traditional tree search. We

Levi Lelis (@levilelis) 's Twitter Profile Photo

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

🧵1/ New paper! 📄 Subgoal-Guided Policy Heuristic Search with Learned Subgoals, led by my PhD student
<a href="/JakeTuero/">Jake Tuero</a>. 

arxiv.org/pdf/2506.07255 

This paper follows the Levin tree search (LTS) research line and focuses on learning subgoal-based policies.
Levi Lelis (@levilelis) 's Twitter Profile Photo

🧵 Solving needle-in-a-haystack problems in planning is hard. The search attempts and fails to solve such problems many times before finding a solution it can learn from. Jake Tuero's method learns subgoals from failed searches to train policies. arxiv.org/pdf/2506.07255

Vikram (@msharmavikram) 's Twitter Profile Photo

Lucas Beyer (bl16) I see. I don’t think people understand the beauty of nvtx markers and its usage in PyTorch and nsight system well enough. See this - youtu.be/SpZ5MYRQc0U?si… And nvidia.github.io/NVTX/python/ The information is sparse and spread across and can be made better!

Jake Tuero (@jaketuero) 's Twitter Profile Photo

🛬 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 👋

🛬 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 👋
Core C++ (@corecpp) 's Twitter Profile Photo

Edge devices, robotics, search—AI loves C++ performance. Come see how at the brand-new AI + C++ track this October in Tel Aviv. corecpp.org #CoreCpp2025