Boosting Agent Training: Memory for Task Designers Yields 10% Gain

A new approach from Natasha Jaques' team adds memory to task Designers and samples from pretraining corpora per episode, greatly increasing task diversity in automated curricula and yielding a 10% improvement for 30B models.

2026-08-20 ~ 2026-08-20 · 2 related posts

• Giving the task Designer memory and corpus conditioning yields far more diverse auto-generated environments — natashajaques · 2026-08-20
• Method: Memory-Enhanced Designer Boosts Agents by 10% at 30B Scale — natashajaques · 2026-08-20