Learning to Assign Prediction Tasks to Agents with Capacity Constraints 事件

Learning to Assign Prediction Tasks to Agents with Capacity Constraints arXiv:2605.27999v1 Announce Type: cross Abstract: We address the problem of learning to assign prediction tasks to one agent from a set of available human or AI agents. In particular, we focus on the sequential learning of agent expertise and assignment policies where each agent is constrained to handle a fraction of tasks. We provide a general theoretical characterization of this problem in terms of agent capacities, diffe