Learning device, learning method, and learning program
AssigneeNEC Corporation
InventorRyota HIGA
Life of this patent
Estimating the term…
Abstract
The learning device 80 includes an input unit 81 and an imitation learning unit 82. The input unit 81 receives input of a type of a reward function. The imitation learning unit 82 learns a policy by imitation learning based on training data. The imitation learning unit 82 learns the reward function according to the type by the imitation learning, based on a form defined depending on the type.
Claims11
A learning device comprising a hardware processor configured to execute a software code to:
- receive input of a type of a reward function;
- learn a policy by imitation learning based on training data;
- and
- learn the reward function according to the type by the imitation learning, based on a form defined depending on the type.
A learning method, implemented by a computer, comprising:
- receiving input of a type of a reward function;
- learning a policy by imitation learning based on training data;
- and
- learning the reward function according to the type by the imitation learning, based on a form defined depending on the type.
A non-transitory computer readable information recording medium storing a learning program, when executed by a processor, that performs a method for:
- receiving input of a type of a reward function;
- learning a policy by imitation learning based on training data;
- and
- learning the reward function according to the type by the imitation learning, based on a form defined depending on the type.
Dependencies are inferred from the claim text.