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PREFAIL: Predictive Feasibility From Accumulated Introspective Logs

PREFAIL: Predictive Feasibility From Accumulated Introspective Logs

Author: Saurabh Mahesh Gaglani Research Area:Task & Motion Planning · AI & LLM Robotics Summary:A predictive feasibility framework using myCobot 280 as a low-cost yet challenging research platform to identify physically infeasible robot manipulation tasks before motion planning. Product used:myCobot 280 Pi Background:LLM-generated robot tasks may appear valid but fail due to physical constraints such as workspace, joint limits, grasp geometry, and payload. Key Challenges:● Predicting task feasibility before expensive...

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