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Mastering Agentic Techniques: AI Agent Reinforcement Learning

NVIDIA Developer Blog · published 1 July 2026

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https://www.nvidia.com/en-us/glossary/reinforcement-learning/
nvidia.com
https://www.nvidia.com/en-us/glossary/large-language-models/
nvidia.com
https://www.nvidia.com/en-us/glossary/ai-reasoning/
nvidia.com
https://www.nvidia.com/en-us/glossary/specialized-ai/
nvidia.com
https://www.nvidia.com/en-us/glossary/open-models/
nvidia.com
Learning to reason with LLMs Read at the source ↗
openai.com
https://arxiv.org/abs/2501.12948
arxiv.org
Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning Read at the source ↗
developer.nvidia.com
https://www.nvidia.com/en-us/glossary/ai-agents/
nvidia.com
https://developer.nvidia.com/topics/ai/nemotron
developer.nvidia.com
https://www.nvidia.com/en-us/glossary/retrieval-augmented-generation/
nvidia.com
https://developer.nvidia.com/nemotron
developer.nvidia.com
https://github.com/nvidia-nemo/rl
github.com
https://github.com/NVIDIA-NeMo/gym
github.com
https://arxiv.org/abs/2402.03300
arxiv.org
https://arxiv.org/abs/2503.14476
arxiv.org
https://arxiv.org/abs/2507.18071
arxiv.org
https://www.nvidia.com/en-us/glossary/mixture-of-experts/
nvidia.com
https://www.nvidia.com/en-us/glossary/synthetic-data-generation/
nvidia.com
https://github.com/NVIDIA-NeMo/DataDesigner
github.com
https://github.com/vllm-project/vllm
github.com
https://github.com/NVIDIA-NeMo/Gym
github.com
https://github.com/nvidia/megatron-lm
github.com
https://github.com/NVIDIA-NeMo/Automodel
github.com
https://github.com/NVIDIA-NeMo/RL
github.com
https://docs.nvidia.com/nemo/gym/tutorials/training-tutorials/nemo-rl-grpo
docs.nvidia.com
https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2
huggingface.co
https://github.com/NVIDIA-NeMo/Nemotron
github.com
Mastering Agentic Techniques: AI Agent Customization Read at the source ↗
developer.nvidia.com