As a Ph.D. candidate in Computer Science at the University of Hertfordshire, I specialise in the integration of real-time learning with attention-based modified reinforcement learning (RL) for robotics. My research focuses on empowering robots to adapt instantly to unseen environments by identifying and learning from saliency points, enhancing their ability to interact naturally and effectively in dynamic settings.