Bridging logical reasoning and deep learning is crucial for advanced AI systems.

The Order Oracle has the capability to compare two functions; however, in contrast to the zero-order oracle, it lacks the ability to calculate or utilize the actual value of the objective function. This concept closely mirrors the challenges encountered in real-world black-box optimization problems.

The assignment of papers to reviewers is a crucial part of the peer review processes of large publication venues, where organizers (e.g., conference program chairs) rely

Real Time Dynamic Programming (RTDP) is an online algorithm based on Dynamic Programming (DP) that acts by 1-step greedy planning.

Empirical risk minimization (ERM) is a crucial framework that offers a general approach to handling a broad range of machine learning tasks.