Jake Tuero
@jaketuero
PhD Candidate @UAlberta | Tree Search & RL | enjoyer of video games, caffeine, C++, and hockey | 🇨🇦
ID: 298806525
http://tuero.github.io 15-05-2011 00:01:34
567 Tweet
82 Followers
387 Following
Security in C++ - Hardening Techniques From the Trenches - by Louis Dionne - C++Now 2024 youtu.be/t7EJTO0-reg #Cplusplus #Cpp #Programming
🧵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.
🧵 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
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!
Recursive lambdas, the modern way. 🇺🇦 Björn @[email protected] 😷💉⁴ from our most recent #Stockholm #Cpp Meetup. Enjoy! youtu.be/t8aX6rGSL3g