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Essa,
Irfan
Essa,
Irfan
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ItemAlgorithms for Linguistic Robot Policy Inference from Demonstration of Assembly Tasks(Georgia Institute of Technology, 2012) Dantam, Neil ; Essa, Irfan ; Stilman, MikeWe describe several algorithms used for the inference of linguistic robot policies from human demonstration. First, tracking and match objects using the Hungarian Algorithm. Then, we convert Regular Expressions to Nondeterministic Finite Automata (NFA) using the McNaughton-Yamada-Thompson Algorithm. Next, we use Subset Construction to convert to a Deterministic Finite Automaton. Finally, we minimize finite automata using either Hopcroft's Algorithm or Brzozowski's Algorithm.