Discover this podcast and so much more

Podcasts are free to enjoy without a subscription. We also offer ebooks, audiobooks, and so much more for just $11.99/month.

10/24/21: An Extensible and Modular Design and Implementation of Monte Carlo Tree Search for the JVM with Larkin Liu & Jun Tao Luo

10/24/21: An Extensible and Modular Design and Implementation of Monte Carlo Tree Search for the JVM with Larkin Liu & Jun Tao Luo

FromBoston Computation Club


10/24/21: An Extensible and Modular Design and Implementation of Monte Carlo Tree Search for the JVM with Larkin Liu & Jun Tao Luo

FromBoston Computation Club

ratings:
Length:
66 minutes
Released:
Oct 24, 2021
Format:
Podcast episode

Description

Larkin Liu is an operations research (OR) & machine learning (ML) specialist, currently completing a PhD in Operations Research under the advisement of Stefan Minner at the Technical University of Munich.  Today Larkin joined us to present *An Extensible and Modular Design and Implementation of Monte Carlo Tree Search for the JVM*, a recent preprint he authored with Jun Tao Luo (MS student in CS at Carnegie Mellon; also in attendance at this talk).  The paper is exactly what it sounds like, and the presentation was a lot of fun, with clear mathematical background, a solid foundation in software engineering principles, and some impressive code demos.    
- Preprint: https://arxiv.org/abs/2108.10061 
- Larkin: https://larkz.github.io/ 
- Jun: https://www.linkedin.com/in/jun-tao-luo
- Video: https://youtu.be/bVpUlJU-piA
Released:
Oct 24, 2021
Format:
Podcast episode

Titles in the series (53)

The Boston Computation Club is a small seminar group focused on mathematical computer science, and computational mathematics. Its name is plagiarized from the London Computation Club. Boston Computation Club meetings occur roughly every other week, on weekends, around 5pm EDT (modulo speaker availability). The usual format is a 20m presentation followed by 40m of discussion. Some, but not all, meetings are posted on YouTube and in podcast form.