@PyTorch
At #NeurIPS2025, @danielhanchen (@UnslothAI ), Davide Testuggine (@Meta), @joespeez (Meta), and @bhutanisanyam1 (Meta) led a focused discussion on how environments are shaping the next stage of agentic AI and reinforcement learning. Their session examined why environments are central to how agents act, learn, and are evaluated across simulated and real-world settings, covering scalable RL environment frameworks, safety and robustness benchmarks, high-performance simulators for heterogeneous hardware, and how environments integrate with trainers, inference engines, and post-training workflows that support alignment and deployment. šø More updates from #PyTorch at NeurIPS coming soon #AIInfrastructure #ReinforcementLearning