most citedTowards Autonomous Mathematics Research

3 citations · 6 across the 4 of their papers we have counts for

collaborators

5 papers

cs.AI2026

Strongly Polynomial Time Complexity of Policy Iteration for Robust MDPs

Ali Asadi, Krishnendu Chatterjee, Ehsan Goharshady +3

Markov decision processes (MDPs) are a fundamental model in sequential decision making. Robust MDPs (RMDPs) extend this framework by allowing uncertainty in transition probabilitie…

cs.AI2026

Aletheia tackles FirstProof autonomously

Tony Feng, Junehyuk Jung, Sang-hyun Kim +14

We report the performance of Aletheia (Feng et al., 2026b), a mathematics research agent powered by Gemini 3 Deep Think, on the inaugural FirstProof challenge. Within the allowed t…

cs.LG20263 cited

Towards Autonomous Mathematics Research

Tony Feng, Trieu H. Trinh, Garrett Bingham +25

Recent advances in foundational models have yielded reasoning systems capable of achieving a gold-medal standard at the International Mathematical Olympiad. The transition from com…

cs.AI20263 cited

Semi-Autonomous Mathematics Discovery with Gemini: A Case Study on the Erdős Problems

Tony Feng, Trieu Trinh, Garrett Bingham +21

We present a case study in semi-autonomous mathematics discovery, using Gemini to systematically evaluate 700 conjectures labeled 'Open' in Bloom's Erdős Problems database. We emp…

math.NT2025

A heuristic for ray class groups of quadratic number fields

Alex Bartel, Carlo Pagano

We formulate a model for the average behaviour of ray class groups of real quadratic fields with respect to a fixed rational modulus, locally at a finite set of odd primes. To…