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Do you support agentic RL?

Open ccp123456789 opened this issue 4 months ago • 3 comments

Do you support agentic RL? That is, autonomously deciding to call and combine tools based on available tools to complete tasks; I see that the examples using LangChain are all workflows.

ccp123456789 avatar Aug 19 '25 08:08 ccp123456789

I don't see what's the difference between dynamic workflows and static workflows in case of RL training?

ultmaster avatar Aug 19 '25 13:08 ultmaster

I don't see what's the difference between dynamic workflows and static workflows in case of RL training?

Static workflows execute tool calls according to a fixed process, while dynamic workflows refer to providing some tools and letting the model make autonomous decisions about when to call which tools and whether to call tools at all

ccp123456789 avatar Aug 20 '25 01:08 ccp123456789

They are the same for our framework.

We can write an example but we don't have enough manpowers yet.

ultmaster avatar Aug 20 '25 07:08 ultmaster