NextEval: An Agent-Based Solver and Benchmark for Derivative-Free Optimization.

arXiv:2610.36553v1 Announce Type: cross Abstract: Derivative-free optimization (DFO) addresses problems where derivatives are unavailable or costly to obtain. This setting often arises in simulation-based and experimental applications, where evaluating the bla