Garg, Naman

8 publications

NeurIPS 2025 REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites Divyansh Garg, Diego Caples, Andis Draguns, Nikil Ravi, Pranav Putta, Naman Garg, Prannay Hebbar, Youngchul Joo, Jindong Gu, Charles London, Christian Schroeder de Witt, Sumeet Ramesh Motwani

ICMLW 2024 Learning to Reason by Failing: Offline RL on Sub-Optimal Rollouts Scales Synthetic Data by 8x Amrith Setlur, Saurabh Garg, Xinyang Geng, Naman Garg, Virginia Smith, Aviral Kumar

NeurIPS 2024 RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold Amrith Setlur, Saurabh Garg, Xinyang Geng, Naman Garg, Virginia Smith, Aviral Kumar

ICMLW 2024 Recursive Introspection: Teaching Foundation Model Agents How to Self-Improve Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar

ICMLW 2024 Recursive Introspection: Teaching LLM Agents How to Self-Improve Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar

ICMLW 2024 Recursive Introspection: Teaching LLM Agents How to Self-Improve Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar

ICMLW 2024 Recursive Introspection: Teaching LLM Agents How to Self-Improve Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar

NeurIPS 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve Yuxiao Qu, Tianjun Zhang, Naman Garg, Aviral Kumar