--- title: "Naman Garg — author profile and papers · Reasoning" description: "Naman Garg: 2 papers on Elamur Research (2024) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/naman-garg/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/naman-garg/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Naman Garg # Naman Garg Naman Garg has 2 papers in our library, in 2024, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Aviral Kumar](https://md.research.elamur.ai/free/en/authors/aviral-kumar/), [Chelsea Finn](https://md.research.elamur.ai/free/en/authors/chelsea-finn/), [Rafael Rafailov](https://md.research.elamur.ai/free/en/authors/rafael-rafailov/). 2 papers in our library · 2024 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/naman-garg/#papers) · [🔗 Cited 117 times in our library](https://md.research.elamur.ai/free/en/authors/naman-garg/cited-by/) · [⭐ Paper Stars ranking: #7210](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7210) 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=Naman+Garg) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Naman+Garg) · [dblp](https://dblp.org/search?q=Naman+Garg) · [ACL Anthology](https://aclanthology.org/search/?q=Naman+Garg) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/naman-garg/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Recursive Introspection: Teaching Language Model Agents How to Self-Improve](https://md.research.elamur.ai/free/en/papers/qu-2024-recursive-introspection-teaching-language-model/)** *(2024 · 75 citations)* Large language models, including strong proprietary ones, rarely fix their own mistakes when given more attempts at a problem, even when told an answer is wrong. 2. **[Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents](https://md.research.elamur.ai/free/en/papers/putta-2024-agent-q-advanced-reasoning-learning/)** *(2024 · 68 citations)* LLMs that perform well on static text tasks often fail as autonomous web agents. Long multi-step interactions cause errors to accumulate. Fine-tuning only on expert demonstrations gives the model little exploratory experience. Agent Q addresses this by pairing search with learning. A Monte Carlo Tree Search (MCTS)… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Aviral Kumar](https://md.research.elamur.ai/free/en/authors/aviral-kumar/) - [Chelsea Finn](https://md.research.elamur.ai/free/en/authors/chelsea-finn/) - [Rafael Rafailov](https://md.research.elamur.ai/free/en/authors/rafael-rafailov/) - [Tianjun Zhang](https://md.research.elamur.ai/free/en/authors/tianjun-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ## Cited by Papers of our library cite their works 117 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/naman-garg/cited-by/). Updated 2 November 2026