Harsh Dubey

Beyond Static Agents: A Six-Dimensional Taxonomy and Survey of Self-Evolving LLM Agents for Healthcare

Large language model (LLM)-based agents are increasingly being explored for healthcare tasks such as clinical decision support, care coordination and autonomous workflow execution. Beyond static pipelines, recent systems claim to self-evolve by adapting their tools, memory, reasoning, policy, context and coordination s...