Will Brown
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no series more than once — all 3 in the filters
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- Jyotirmoy Sundi2 talks
- Alessandro Cappelli2 talks
- Daniel Han5 talks
- Aparna Ramani7 talks
- Imran Rashid2 talks
- Robert Nishihara11 talks
| title | conference | date |
|---|---|---|
| RL Environments at Scale | AI Engineer CODE 2025 | 2025-11-19 |
Describes an open stack for scaling RL environments: an environments hub plus the verifiers toolkit and a Prime RL trainer that runs thousands of rollouts on… | ||
| Scaling an Open Environments Ecosystem for Reinforcement Learning | AI Infra Summit at PyTorch Conference 2025 | 2025-10-21 |
Describes an open stack centering on verifiers SDK and the Environments Hub plus prime-rl/Primaril trainer, claims multicluster async RL works with up to… | ||
| Training Agentic Reasoners | AI Engineer World's Fair 2025 | 2025-06-03 |
Argues that RL at scale reliably improves multi-turn tool-using agents and shows a concrete pipeline: SFT warm-up, then RL with GRPO vs PPO tradeoffs for… | ||
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