Generalized Task Markets for Human and Machine Computation

• DOI: 10.1609/aaai.v24i1.7652
• Publication Date: 2022-09-13T05:07:39Z
• Authors: Dafna Shahaf; Eric Horvitz
• Keywords: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

We discuss challenges and opportunities for developing generalized task markets where human machine intelligence are enlisted to solve problems, based on a consideration of the competencies, availabilities, pricing different problem-solving resources. The approach couples computation with learning planning, is aimed at optimizing flow subtasks people computational problem solvers. illustrate key ideas in context Lingua Mechanica, project focused harnessing translation skills perform among languages. present infrastructure methods enlisting guiding language translation, including details about hardness generating plans assigning tasks Finally, we studies performed solvers, focusing components Mechanica prototype.