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University of Kaiserslautern Landau
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A single differentiable model now predicts inter-arm collision distances for real-time, gradient-based multi-robot motion planning, overcoming the limitations of traditional geometric checkers and conservative proxies.
Achieving an 86.17% success rate in reproduction test generation, DPIAgent reveals that structured task separation can dramatically enhance performance in automated software engineering.