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It seems that in order for robotics and automation to work properly, AI models including LLMs, YOLO, RL and others need helps from their distant cousins namely
by teleforce 1y ago
It seems that in order for robotics and automation to work properly, AI models including LLMs, YOLO, RL and others need helps from their distant cousins namely logic, optimization and constraint programming that can be attributed as intelligent automation or namely IA [1],[2],[3],[4].
[1] Logic, Optimization, and Constraint Programming: A Fruitful Collaboration - John Hooker - CMU (2023) [video]:
https://www.youtube.com/live/TknN8fCQvRk https://www.youtube.com/live/TknN8fCQvRk
[2] "We Really Don't Know How to Compute!" - Gerald Sussman - MIT (2011) [video]:
https://youtube.com/watch?v=HB5TrK7A4pI https://youtube.com/watch?v=HB5TrK7A4pI
[3] Google OR-Tools:
https://developers.google.com/optimization https://developers.google.com/optimization
[4] MiniZinc:
https://www.minizinc.org/ https://www.minizinc.org/