SM
Sumeet Ramesh Motwani
cs.LGcs.AIcs.CRcs.CLcs.CYcs.ETcs.MA
On Valency
published · living versionsW_va2zqy3n·v1 · currentpublished
Learning Dynamics of On-Policy Distillation
with Guan Zhe Hong, Liang Chen, Yangchen Pan, Junchi Yu +3
1 version
Preprints & journals
14 papers in the corpus · 2023–2026AI Models Can Provably Hide Arbitrary Capabilities2610.13928v2 · Andis Draguns, Sumeet Ramesh Motwani, Raymond Douglas et al.2026 · 0 citationsarXiv
AutoOR: Scalably Post-training LLMs to Autoformulate Operations Research Problems2604.16804v4 · Sumeet Ramesh Motwani, Chuan Du, Aleksander Petrov et al.2026 · 0 citationsarXiv
LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning2604.14140v1 · Sumeet Ramesh Motwani, Daniel Nichols, Charles London et al.2026 · 0 citationsarXiv
Measuring Progress in Reasoning Toward Mathematical Discovery with Automatic Verification2603.15617v2 · Erik Y. Wang, Sumeet R. Motwani, James V. Roggeveen et al.2026 · 0 citationsarXiv
h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning2510.07312v2 · Sumeet Ramesh Motwani, Alesia Ivanova, Ziyang Cai et al.2025 · 0 citationsarXiv
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites2504.11543v2 · Divyansh Garg, Shaun VanWeelden, Diego Caples et al.2025 · 3 citationsarXiv
Multi-Agent Risks from Advanced AI2502.14143v1 · Lewis Hammond, Alan Chan, Jesse Clifton et al.2025 · 12 citationsarXiv
Humanity's Last Exam2501.14249v12 · Long Phan, Alice Gatti, Ziwen Han et al.2025 · 61 citationsarXiv
MALT: Improving Reasoning with Multi-Agent LLM Training2412.01928v3 · Sumeet Ramesh Motwani, Chandler Smith, Rocktim Jyoti Das et al.2024 · 3 citationsarXiv
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents2408.07199v1 · Pranav Putta, Edmund Mills, Naman Garg et al.2024 · 10 citationsarXiv
Unelicitable Backdoors in Language Models via Cryptographic Transformer Circuits2406.02619v2 · Andis Draguns, Andrew Gritsevskiy, Sumeet Ramesh Motwani et al.2024 · 1 citation38th Conference on Neural Information Processing Systems (NeurIPS 2024)
Foundational Challenges in Assuring Alignment and Safety of Large Language Models2404.09932v2 · Usman Anwar, Abulhair Saparov, Javier Rando et al.2024 · 19 citationsarXiv
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography2402.07510v5 · Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier et al.2024 · 20 citationsarXiv
STARC: A General Framework For Quantifying Differences Between Reward Functions2309.15257v3 · Joar Skalse, Lucy Farnik, Sumeet Ramesh Motwani et al.2023 · 0 citationsarXiv
Career total: 16 works. 14 are in this corpus.
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