AI Agents and Agent Systems

We develop language agent systems to place LLMs and MLLMs in dynamic enviroments. In one use case, we study to which degree language agents are able to perform diagnostic reasoning tasks and sequential clinical decision making that includes seeking relevant information - be it by means of history taking, ordering of tests, or invocation of external tools - such as research tools.