Transfer learning method based on scene template generation
A technology of template generation and transfer learning, applied in the field of intelligent robots, can solve problems such as large limitations
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[0033] The present invention provides a migration learning method based on scene template generation, which constructs a bridge between a mathematical simulation environment and a physical environment and different physical environments, and ensures that the strategy network trained in the mathematical simulation environment can seamlessly migrate to the real physical environment. As well as migrating between different physical environments, the skills learned in one environment can be applied in another environment. It mainly includes the following steps:
[0034] (1) Design scene template
[0035] The composition of the scenario template is designed according to mission requirements and mission scenarios. For example, the physical scenario of the on-orbit refueling operation includes space robots, the active end of the refueling system, the receptor satellite, the passive end of the refueling system, and others. The space robot, the active end of the filling system, the receptor...
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