Machine Learning, Aritificial Intelligence, Reinforcement Learning, Neural Networks, Generative Model.
the link between the flow-matching conditions (which many training objectives can provide) and the resulting match of the generated policy with the target reward function. Also, prove its offline properties and asymptotic convergence (if the training objective can be minimized). Demonstrate that