SYSTEMS AND METHODS FOR PROVIDING INFORMATION INCORPORATING REINFORCEMENT-BASED LEARNING AND FEEDBACK

Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from repositories to establish a mapping between information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, which comprises an indication of actions in relation to the information resources; monitoring actions of a user in relation to the information resources; receiving a feedback metric related to interaction of the user with the information resources; using the feedback metric to update the values of the state-table records; and providing output information based at least in part on the updated values of the state-table records.