Abstract: Aspects of the disclosure are directed to using reinforcement learning to train one or more machine learning models based on reward data that is model generated. The reward data is generated by a generative model, such as a large language model, in response to a prompt to provide respective reward scores for model-generated responses to a task. Since generating preference labels and training of a reward model can be bypassed here, the machine learning models can be trained using reinforcement learning with less processing cost and memory usage.

Abstract: The present invention relates to a power connector provided with an improved Schuko grounding socket architecture. The Schuko grounding socket architecture includes a Schuko access portion, which includes Schuko contacts located beyond the top face panel. The Schuko contacts are configured in the form of a flat metallic surface substantially parallel to the top face panel to provide a sufficient surface area for physical contact with the flat grounding contact of the Schuko plug, thereby ensuring a good ground contact with the plug. Preferably, the Schuko contacts are in turn bent over to gain additional structural strength.

Abstract: The present invention relates to a power connector for receiving an electric plug. The power connector is provided with a three-piece safety shutter architecture to prevent unwanted or improper insertion of a single plug pole into the power receptacles. In this architecture, the locking bar is formed with a first and a second tabs. The first and second tabs work with a protrusion formed therebetween to engage with the safety shutters and keep the safety shutters spaced apart from each other by a predetermined distance, so that the safety shutters are slidably latched in parallel by the locking bar and only allowed to travel dependently of each other along the travel direction, making the invention to meet the strict international safety standards for household plugs, adapters and socket-outlets.

Abstract: The present invention relates to a power connector for receiving an electric plug. The power connector is provided with a three-piece safety shutter architecture to prevent unwanted or improper insertion of a single plug pole into the power receptacles. Preferably, the power connector is further provided with a Schuko grounding frame and a direct wiring architecture, allowing the invention to meet the strict international safety standards for household plugs, adapters and socket-outlets.

Abstract: The present invention relates to a power connector for receiving an electric plug. The power connector is provided with a three-piece safety shutter architecture to prevent unwanted or improper insertion of a single plug pole into the power receptacles. Preferably, the power connector is further provided with a Schuko grounding frame and a direct wiring architecture, allowing the invention to meet the strict international safety standards for household plugs, adapters and socket-outlets.

Abstract: The present invention relates to a power connector provided with an improved Schuko grounding socket architecture. The Schuko grounding socket architecture includes a Schuko access portion, which includes Schuko contacts located beyond the top face panel. The Schuko contacts are configured in the form of a flat metallic surface substantially parallel to the top face panel to provide a sufficient surface area for physical contact with the flat grounding contact of the Schuko plug, thereby ensuring a good ground contact with the plug. Preferably, the Schuko contacts are in turn bent over to gain additional structural strength.

Abstract: The present invention relates to a power connector for receiving an electric plug. The power connector is provided with a three-piece safety shutter architecture to prevent unwanted or improper insertion of a single plug pole into the power receptacles. In this architecture, the locking bar is formed with a first and a second tabs. The first and second tabs work with a protrusion formed therebetween to engage with the safety shutters and keep the safety shutters spaced apart from each other by a predetermined distance, so that the safety shutters are slidably latched in parallel by the locking bar and only allowed to travel dependently of each other along the travel direction, making the invention to meet the strict international safety standards for household plugs, adapters and socket-outlets.

Abstract: Coordinating the manipulation of multiple images in a user interface. An input for manipulating a first image can be received. The first image can be manipulated in accordance with the input. A second image, different from the first image, can also be manipulated in accordance with the input. In some examples, a content of the manipulated first image can correspond to a content of the manipulated second image. In some examples, whether the second image is manipulated can be determined based on various considerations including whether the first and second images are associated with the same category, whether the first and second images are associated with sets of images having the same number of images and/or whether a plurality of images including the first and second images are associated with the same category.

Abstract: Disclosed is a cooler of a notebook personal computer allowing more much heat to be rapidly discharged to the outside. The cooler includes: a heat absorbing part fan for absorbing heat generated from a heat generation device of the notebook personal computer; a cooling fan for blowing air in front and side directions; at least two heat pipes of which one ends are in contact with the heat absorbing part and the other ends extend to the front and side of the cooling fan; at least two heat radiation parts provided to be facially in contact with the other ends of the heat pipes; and a lower case having a plurality of grids provided at a corner portion facing the heat radiation parts, from which air heated by the heat generation parts is forcibly discharged.

Abstract: Disclosed is a cooler of a notebook personal computer allowing more much heat to be rapidly discharged to the outside. The cooler includes: a heat absorbing part fan for absorbing heat generated from a heat generation device of the notebook personal computer; a cooling fan for blowing air in front and side directions; at least two heat pipes of which one ends are in contact with the heat absorbing part and the other ends extend to the front and side of the cooling fan; at least two heat radiation parts provided to be facially in contact with the other ends of the heat pipes; and a lower case having a plurality of grids provided at a corner portion facing the heat radiation parts, from which air heated by the heat generation parts is forcibly discharged.