A reinforcement learning-driven framework for real-time human-computer interaction: latency-aware composite reward optimization based on PPO

Journal of Engineering and Applied Science, 2026 - Springer. While Large Language Models (LLMs) exhibit remarkable zero-shot learning capabilities, their deployment in real-time interactive systems is constrained by sparse …