Project

RL based training of Agent for Quantum Algorithm Discovery

Objective

something close to https://arxiv.org/pdf/2510.08159 and we will be doing more that this paper and with newer algorithms like SQD and see how to come with SQD type approaches for say QML/QOptimization type algos.. we will discuss once u start. But just go through this paper and see how to implement say for grovers Look at Aplhaproof and let’s discuss. We will need something like that as we have to build the mathematical algo/proof from a complexity theory angle Look at Mellea https://mellea.ai/ this will be where ur main internship focus. So how can we use Mellea and build on top of it our agents for quantum algorithms.

Outcome

Publish a research paper