Agentic RL support

[jwnsu]

There are quite a few recent Agentic Reinforced Learning researches. Microsoft has released Agentic RL github called Agent-lighning: https://github.com/microsoft/agent-lightning. A new survey paper on Agentic RL: https://arxiv.org/pdf/2509.02547 (paper title "The Landscape of Agentic Reinforcement Learning for LLMs: A Survey".)

I'm wondering whether there are plans for support of Agentic RL in Google ADK? Either native Agentic RL capabilities within Google ADK, or integration for other Agentic RLs, such as Microsoft's agent-lighning.

[hangfei]

Hi @jwnsu , we are exploring some integrations. But if you have any suggestions, let us know.