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• BiSAIL enables zero-shot online adaptation of offline-learned bimanual skills through interactive language feedback.method 95%
• BiSAIL utilizes a hierarchical reason-then-modulate paradigm to adapt bimanual motions.method 95%
• BiSAIL significantly outperforms existing methods in human-in-the-loop adaptability, task generalization, and cross-embodiment scalability.result 95%
• The system was tested on six bimanual tasks and two dual-arm platforms.method 90%
• BiSAIL can be integrated into existing robotic platforms as a software upgrade to enable language-based task adaptability.market 85%
• Potential limitations include dependence on the clarity of user language input and the computational demands of real-time diffusion algorithms.limitation 90%
• BiSAIL enables robots to adapt bimanual skills through verbal feedback, enhancing human-robot collaboration.technical 90%
• BiSAIL enables zero-shot online adaptation of offline-learned bimanual skills through interactive language feedback.method 95%
• BiSAIL employs a hierarchical reason-then-modulate paradigm for bimanual skill adaptation.method 95%
• BiSAIL significantly outperforms existing methods in human-in-the-loop adaptability, task generalization, and cross-embodiment scalability.result 95%
• The system was tested on six bimanual tasks and two dual-arm platforms.method 95%
• BiSAIL enables robots to adapt bimanual skills through verbal feedback, enhancing human-robot collaboration.technical 90%

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