Abstract: Interactions between a training server and a plurality of environment controllers are used for updating the weights of a predictive model used by a neural network executed by the plurality of environment controllers. Each environment controller executes the neural network using a current version of the predictive model to generate outputs based on inputs, modifies the outputs, and generates metrics representative of the effectiveness of the modified outputs for controlling the environment. The training server collects the inputs, the corresponding modified outputs, and the corresponding metrics from the plurality of environment controllers. The collected inputs, modified outputs and metrics are used by the training server for updating the weights of the current predictive model through reinforcement learning. A new predictive model comprising the updated weights is transmitted to the environment controllers to be used in place of the current predictive model.

Abstract: The disclosed embodiments include methods and systems that automatically populate interfaces facilitating electronic transactions. In one embodiment, a system may detect an system-generated event triggering an account transfer transaction. The system may also determine a first account associated with a first user based on the detected event, and determine a second account based on the detected event and a set of rules associated with the first user. The system may generate, based on the detected event and the set of rules, first information used to provide prefilled content identifying the first account as a source account and the determined second account as a destination account. The system may also generate, in response to an authorization, second information used to provide second content including a notification that a transfer of funds from the first account to the second account has occurred.

Abstract: The disclosed embodiments include methods and systems that automatically populate interfaces facilitating electronic transactions. In one embodiment, a system may identify a contextual event triggering an account transfer transaction. The system may also determine a first account associated with a first user based on the contextual event, and determine a second account based on the contextual event and a set of rules associated with the first user. The system may generate, based on the detected event and the set of rules, first information used to provide prefilled content identifying the first account as a source account and the determined second account as a destination account. The system may also generate, in response to an authorization, second information used to provide second content including a notification that a transfer of funds from the first account to the second account has occurred.

Abstract: The disclosed embodiments include methods and systems that automatically populate interfaces facilitating electronic transactions. In one embodiment, a system may detect an action of a first user that triggers an account transfer transaction. The system may also determine a first account associated with the first user based on the detected action, and determine a second account based on the detected action and a set of rules associated with the first user. The system may generate, based on the detected event and the set of rules, first information used to provide prefilled content identifying the first account as a source account and the determined second account as a destination account. The system may also generate, in response to an authorization, second information used to provide second content including a notification that a transfer of funds from the first account to the second account has occurred.

Abstract: Systems and methods for enabling blind navigation of a control device having a touch interface include one or more steps of receiving an indication that the control device is to enable blind navigation, receiving an input via the touch interface, determining a command to which the received input corresponds, and executing or transmitting the command.

Abstract: A snow plow mounting frame assembly is capable of being attached to nearly any type of four wheeled vehicle having a chassis, and is capable of mounting thereon nearly any make and model of commercially available snow plow blades. The mounting frame assembly includes a horizontally disposed, heavy duty bumper member which is mounted on the chassis of the vehicle, and a pair of spaced-apart, vertically disposed support members which are mounted on the bumper member forwardly thereof. A pair of lateral support arms, one for each support member, each have one end pivotally attached to the lower portion of its respective support member and its other, opposite end pivotally attached to the chassis of the vehicle. A tube having a plurality of plates is releasably and adjustably attached to the lower portions of the support members for mounting a snow plow blade thereon.