This paper introduces an adaptive virtual reality (VR) training system for firefighters, leveraging reinforcement learning to dynamically adjust scenario difficulty and cognitive load. Unlike static VR simulations, our system continuously assesses firefighter performance and physiological data to optimize training effectiveness and mitigate...