Agent Workflow Memory
humans can flexibly solve complex tasks by learning reusable task workflows from past experiences and using them to guide future actions.
To build agents that can similarly benefit from this process, we introduce Agent Workflow Memory (AWM), a method for inducing commonly reused routines, i.e., workflows, and selectively providing workflows to the agent to guide subsequent generations.
Figure 2