--- title: "Lovish Madaan — author profile and papers — Elamur Research" description: "Lovish Madaan, University College London: 2 papers on Elamur Research (2025), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/lovish-madaan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lovish-madaan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lovish Madaan # Lovish Madaan Lovish Madaan has 2 papers in our library, in 2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Amar Budhiraja](https://md.research.elamur.ai/free/en/authors/amar-budhiraja/), [David Brandfonbrener](https://md.research.elamur.ai/free/en/authors/david-brandfonbrener/), [Deepak Nathani](https://md.research.elamur.ai/free/en/authors/deepak-nathani/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5099173851) · [**h-index 3**](https://openalex.org/authors/A5099173851) · [15 works](https://openalex.org/works?filter=author.id:A5099173851) · [39 citations](https://openalex.org/works?filter=author.id:A5099173851&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lovish-madaan/#papers) · [🔗 Cited 73 times in our library](https://md.research.elamur.ai/free/en/authors/lovish-madaan/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9135](https://md.research.elamur.ai/free/en/paper-stars/page/92/#star-9135) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Lovish+Madaan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lovish+Madaan) · [dblp](https://dblp.org/search?q=Lovish+Madaan) · [ACL Anthology](https://aclanthology.org/search/?q=Lovish+Madaan) ## Affiliations [🎓**University College London** London · United Kingdom 2024–2025 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2024–2025 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🏢**Google** Mountain View · United States 2021–2022 · 3 papers](https://md.research.elamur.ai/free/en/companies/google/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/lovish-madaan/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[MLGym: A New Framework and Benchmark for Advancing AI Research Agents](https://md.research.elamur.ai/free/en/papers/nathani-2025-mlgym-new-framework-benchmark/)** *(2025 · 50 citations)* LLM agents are now used for software and ML engineering. Yet there has been no shared environment for testing how they handle open-ended AI research, and none that supports training them with learning algorithms. The authors introduce MLGym, a framework that exposes research tasks through a Gym interface. Agents work… 2. **[The Art of Scaling Reinforcement Learning Compute for LLMs](https://md.research.elamur.ai/free/en/papers/khatri-2025-art-scaling-reinforcement-learning-compute/)** *(2025 · 20 citations)* Reinforcement learning now consumes a large share of LLM training compute. Unlike pre-training, though, it has no dependable way to forecast how a training recipe will behave as budgets grow. The authors tackle this with a study totalling over 400,000 GPU-hours on Nvidia GB200 hardware. Most runs use an 8B dense… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**MLGym: A New Framework and Benchmark for Advancing AI Research Agents arXiv:2502.14499**Deepak Nathani, Lovish Madaan, Nicholas Roberts, et al.*2025 · 50 citations*](https://md.research.elamur.ai/free/en/papers/nathani-2025-mlgym-new-framework-benchmark/) 2. [**The Art of Scaling Reinforcement Learning Compute for LLMs arXiv:2510.13786**Devvrit Khatri, Lovish Madaan, Rishabh Tiwari, et al.*2025 · 20 citations*](https://md.research.elamur.ai/free/en/papers/khatri-2025-art-scaling-reinforcement-learning-compute/) 3. **[Rethinking Thinking Tokens: LLMs as Improvement Operators ↗](https://arxiv.org/abs/2510.01123) arXiv (Cornell University) · no summary yet**Lovish Madaan et al.*2025 · 8 citations* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Amar Budhiraja](https://md.research.elamur.ai/free/en/authors/amar-budhiraja/) - [David Brandfonbrener](https://md.research.elamur.ai/free/en/authors/david-brandfonbrener/) - [Deepak Nathani](https://md.research.elamur.ai/free/en/authors/deepak-nathani/) - [Despoina Magka](https://md.research.elamur.ai/free/en/authors/despoina-magka/) - [Dieuwke Hupkes](https://md.research.elamur.ai/free/en/authors/dieuwke-hupkes/) - [Manzil Zaheer](https://md.research.elamur.ai/free/en/authors/manzil-zaheer/) - [Nikolay Bashlykov](https://md.research.elamur.ai/free/en/authors/nikolay-bashlykov/) - [Rachit Bansal](https://md.research.elamur.ai/free/en/authors/rachit-bansal/) - [Rishabh Agarwal](https://md.research.elamur.ai/free/en/authors/rishabh-agarwal/) - [Rishabh Tiwari](https://md.research.elamur.ai/free/en/authors/rishabh-tiwari/) ## Cited by Papers of our library cite their works 73 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lovish-madaan/cited-by/). Updated 3 November 2026