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Daily Paper CastTraining Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
đ€ Upvotes: 32 | cs.LG, cs.CL, cs.SE
Authors:
Alexander Golubev, Maria Trofimova, Sergei Polezhaev, Ibragim Badertdinov, Maksim Nekrashevich, Anton Shevtsov, Simon Karasik, Sergey Abramov, Andrei Andriushchenko, Filipp Fisin, Sergei Skvortsov, Boris Yangel
Title:
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
Arxiv:
http://arxiv.org/abs/2508.03501v1
Abstract:
Research on applications of Reinforcement Learning (RL) to Large Language Models (LLMs) has mostly been focused on single-turn problems, such as mathematical reasoning or single-shot code generation. While these problems can be viewed as token-level multi-turn MDPs, this vie...2025-08-0822 min
The Door Potter House SermonsPANDORAS BOX_Ps.Sergei GolubevSermon By Request.. A powerful classic sermon preached in San Antonio Bible Conference.2025-07-1345 min
Taking The Land - CFM Sermon PodcastWednesday Reports | INTO THE UNKNOWN00:00 Kevin Hansston from Xiamen, China02:57 Darren Munzone from Penshurst, NSW, Australia05:51 Gordon Porter from Vientiane, Laos08:52 Sergei Golubev from Vologda, Russia11:49 Abdul Yousuf from Tottenham, UK14:51 Devon Ryals from Española, NM2025-07-1017 min
Taking The Land - CFM Sermon PodcastAre You A Pacemaker? Supporting Leadership by Pastor Sergei Golubev (2017)SummaryPastor Golubev preaches on the concept of 'pacemakers' in the context of church leadership. He emphasizes the importance of supporting others, working together, and the qualities that make a good pacemaker. Through biblical examples and personal anecdotes, he encourages listeners to reflect on their roles in the church and strive to be a source of encouragement and support for others. Chapters00:00 Introduction to Leadership and Pacemakers02:51 The Role of Pacemakers in the Kingdom of God06:10 Biblical Examples of Pacemakers08:58 The Importance of Support and Encouragement11:54 Qualities of a...2025-04-0740 minTaking The Land - CFM Sermon PodcastDiamonds in Your Church: Uncovering Hidden Potential by Pastor Sergei Golubev | PRESCOTT WINTER CONFERENCE 2025Summary
Pastor Golubev explores the themes of faith, mentorship, and the transformative power of God in the lives of individuals. He covers the importance of recognizing and nurturing potential within the church community, likening individuals to diamonds waiting to be discovered and shaped. There is a need for urgency in discipleship and the protective role of mentors in guiding young men towards their destinies.
Chapters
00:00 Introduction and Global Context
01:01 The Art of Sculpting Lives
01:58 God's Work in the Hearts of Men
09:09 Challenging and Protecting Men's Destinies
17:09 The Role of Mentorship and Vision
25:02 The Diamond in the Rough
34:09 Conclusion and...2025-01-0952 min
The Door Potter House SermonsPs.Sergei Golubev-Fail BIG.2024-11-2050 min
Taking The Land - CFM Sermon PodcastA Man Who Kept the Runway by Pastor Sergei Golubev (2015) | INSTANT CLASSIC MONDAYSupport World Evangelism by becoming a subscriber to the DAILY PREMIUM AD-FREE SERMON PODCAST using the links below:
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ALL PROCEEDS GO TO WORLD EVANGELISM
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Taking The Land - CFM Sermon PodcastINSTANT CLASSIC MONDAY â Hacking Your Brain by Pastor Sergei GolubevSupport World Evangelism by becoming a subscriber to the DAILY PREMIUM AD-FREE SERMON PODCAST using the links below:
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ALL PROCEEDS GO TO WORLD EVANGELISM
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Join our bible reading plan: https://bib...2022-01-2447 minTaking The Land - CFM Sermon PodcastINSTANT CLASSIC MONDAY â What Went Wrong in the House of Mercy Church? by Sergei Golubev (2017)Support World Evangelism by becoming a subscriber to the DAILY PREMIUM AD-FREE SERMON PODCAST using the links below:
Subscribe to the premium podcast for only $3/month at Supercast: https://vbph-sermons.supercast.tech/ Â
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ALL PROCEEDS GO TO WORLD EVANGELISM
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Apple Podcasts: https://apple.co/3dix1mC
Podchaser: https://www.podchaser.com/podcasts/vbph-sermon-podcast-43369
Join our bible reading plan: https://bib...2021-12-1341 minTaking The Land - CFM Sermon PodcastWORLD EVANGELISM THURSDAY - Exercising Authority by Pastor Sergei Golubev (2012) - [PREVIEW]Get the full episode and support World Evangelism by becoming a subscriber to the DAILY PREMIUM AD-FREE SERMON PODCAST using the links below:
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For every new subscriber within the next day, we'll give an additional $20 to the Banet family. Thanks!
ALL PROCEEDS GO TO WORLD EVANGELISM
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We need five-star reviews! Tell the world what you think about this podcast at:
Apple Podcasts: https://a...2021-07-0816 min
Door Church ConnectRussian Collusion? | Pastor Sergei Golubev | Eps. 24This week on Door Church Connect, we have a conversation with Sergei Golubev who pastors in Vologda, Russia. In recent years, there has been a lot of public conversation surrounding Russiaâs influence in the United States. In this episode, we discuss this âcollusionâ from the perspective of the Great Commission. Join us as Ps. Sergei shares stories of his life experiences in Russia.
Eps. 024
Door Church Connect is hosted by Ps. Harold Warner & Ps. Gabe Rubi.
Door Church is located in Tucson, Arizona.
Music by: Joshua Gastelum
Edited by: Natalie Williams
Produced by: Michael Hauri
Follow on Spotify: https://open.s...2021-02-0342 min
Bloc ThinkingFrom practising UX to creating a learning platform; a journey in good designAfter moving from Estonia to London, Sergei Golubev has made a name for himself in the world of Design. He built a great career as a designer and a major learning platform for UX Designers in Europe. Leading The School of UX and The UX Conference in London, at only 32 Sergei is definitely someone to keep your eye on.2018-05-2846 min
Bloc ThinkingFrom practising UX to creating a learning platform; a journey in good designAfter moving from Estonia to London, Sergei Golubev has made a name for himself in the world of Design. He built a great career as a designer and a major learning platform for UX Designers in Europe. Leading The School of UX and The UX Conference in London, at only 32 Sergei is definitely someone to keep your eye on.Sergei Ventures:UX OverflowThe School of UXThe UX ConferenceEpisode References:Xara Design ProHovering Art DirectorsA Book ApartNet MagazineArt Lebedev Design StudioAccessibility for everyoneContact:Sergei On Twitter2018-05-2846 min