San Francisco, CA
Research & talks / Community & networking

Training Agents IRL

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Training Agents IRL event artwork

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The gathering

What to look forward to

GitHub and Hugging Face will bring together ML practitioners and RL researchers for an evening diving into how AI agents are trained and evaluated—covering everything from reward design and multi-step training to the real-world gaps that matter. Expect rapid-fire talks from industry builders at Microsoft, Hugging Face, and emerging agent startups, plus a panel unpacking what actually works in agent RL and where the ecosystem needs to go next.

From the organizer

Inside the event

An open-source AI community event on reinforcement learning for agentic systems, hosted by GitHub and Hugging Face.
Join the open-source community at GitHub in San Francisco for an evening with researchers and builders exploring how AI agents are trained and evaluated.
We will look beyond single-turn RL to multi-step, environment-driven training: reward design, rollouts, benchmarks, and the practical gap between training gains and real-world agent behavior.

What to expect

Short, 10-minute talks with Q&A, followed by a closing panel on what works in RL for agents, where the bottlenecks are, and what the open-source ecosystem needs next.

Speakers

  • Ben Burtenshaw (HF)
  • Govind Kamtamneni (Microsoft)
  • Victor Barres (Mercor)
  • Zach Wentz (Reflection)
  • Tao Lin (RadixArk)
  • Xiangyi Li (Benchflow)

Who should attend

ML practitioners, agent builders, and RL researchers.
Thursday, October 22, 2026 · 6–9pm Pacific GitHub, San Francisco

This is part of Open Source AI Week.

GitHub

Venue listed by the organizer · San Francisco, CA. Confirm the final address before traveling.

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Discovered through Cerebral Valley. Details come from the event listing and the organizer page; registration is managed by the organizer.

Last checked: Nov 2, 2026. Confirm current availability before making plans.

Organizer page checked: Oct 20, 2026. Check registration for the latest details.

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