Human-Aligned Decision Transformers for bio-inspired soft robotics maintenance under real-time policy constraints

A personal account details a researcher's struggle with a Decision Transformer failing to maintain bio-inspired soft robotic grippers in real-world deployment, despite high simulation performance. The critical issue identified was the misalignment between the AI's learned policy and human safety expectations for the delicate hardware.