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cs.AI2026
Beyond Predefined Learning Objects: A Thinking-Learning Interaction Model for Up-to-Date Autonomous Robot Learning
Hong Su
Autonomous robots operating in open and changing environments cannot always rely on predefined inputs, outputs, and action routines. Although existing learning methods enable robot…
cs.AI2025
Active Thinking Model: A Goal-Directed Self-Improving Framework for Real-World Adaptive Intelligence
Hong Su
Real-world artificial intelligence (AI) systems are increasingly required to operate autonomously in dynamic, uncertain, and continuously changing environments. However, most exist…