PyTorch Conf deck: train your own agents in 2026 with SFT, GRPO and TRL + OpenEnv

SergioPaniego · x · 2026-10-22

Sergio Paniego shared the full slide deck from his talk at PyTorch Conf North America on how agents get trained in 2026 — and how to do it yourself.

The deck walks through the complete agent training pipeline: SFT → distillation → GRPO → RL environments → training through the harness, all built with TRL + OpenEnv. The slides are packed with links, making them a practical roadmap for developers who want to get hands-on with agent RL training.

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