Kanishk Gandhi

According to our database, Kanishk Gandhi authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning Next Action Predictors from Human-Computer Interaction.

Omar Shaikh, Valentin Teutschbein, Kanishk Gandhi, Yikun Chi, Nick Haber, Thomas N. Robinson, Nilam Ram, Byron Reeves, Sherry Yang, Michael S. Bernstein, Diyi Yang

CoRR, March, 2026

Endless Terminals: Scaling RL Environments for Terminal Agents.

Kanishk Gandhi, Shivam Garg, Noah D. Goodman, Dimitris Papailiopoulos

CoRR, January, 2026

Learning to Simulate Human Dialogue.

Kanishk Gandhi, Agam Bhatia, Noah D. Goodman

CoRR, January, 2026

2025

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs.

Kanishk Gandhi, Ayush Chakravarthy, Anikait Singh, Nathan Lile, Noah D. Goodman

CoRR, March, 2025

Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models.

Alon Albalak, Duy Phung, Nathan Lile, Rafael Rafailov, Kanishk Gandhi, Louis Castricato, Anikait Singh, Chase Blagden, Violet Xiang, Dakota Mahan, Nick Haber

CoRR, February, 2025

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought.

Violet Xiang, Charlie Snell, Kanishk Gandhi, Alon Albalak, Anikait Singh, Chase Blagden, Duy Phung, Rafael Rafailov, Nathan Lile, Dakota Mahan, Louis Castricato, Jan-Philipp Fränken, Nick Haber, Chelsea Finn

CoRR, January, 2025

BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery.

Kanishk Gandhi, Michael Y. Li, Lyle Goodyear, Louise Li, Aditi Bhaskar, Mohammed Zaman, Noah D. Goodman

CoRR, January, 2025

Scaling up the think-aloud method.

Daniel Wurgaft, Ben Prystawski, Kanishk Gandhi, Cedegao E. Zhang, Joshua B. Tenenbaum, Noah D. Goodman

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Non-literal Understanding of Number Words by Language Models.

Polina Tsvilodub, Kanishk Gandhi, Haoran Zhao, Jan-Philipp Fränken, Michael Franke, Noah D. Goodman

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

Certified Deductive Reasoning with Language Models.

Gabriel Poesia, Kanishk Gandhi, Eric Zelikman, Noah D. Goodman

Trans. Mach. Learn. Res., 2024

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models.

Alex Havrilla, Andrew Dai, Laura O'Mahony, Koen Oostermeijer, Vera Zisler, Alon Albalak, Fabrizio Milo, Sharath Chandra Raparthy, Kanishk Gandhi, Baber Abbasi, Duy Phung, Maia Iyer, Dakota Mahan, Chase Blagden, Srishti Gureja, Mohammed Hamdy, Wen-Ding Li, Giovanni Paolini, Pawan Sasanka Ammanamanchi, Elliot Meyerson

CoRR, 2024

Human-like Affective Cognition in Foundation Models.

Kanishk Gandhi, Zoe Lynch, Jan-Philipp Fränken, Kayla Patterson, Sharon Wambu, Tobias Gerstenberg, Desmond C. Ong, Noah D. Goodman

CoRR, 2024

Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models.

Joy He-Yueya, Wanjing Anya Ma, Kanishk Gandhi, Benjamin W. Domingue, Emma Brunskill, Noah D. Goodman

CoRR, 2024

Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models.

Jan-Philipp Fränken, Kanishk Gandhi, Tori Qiu, Ayesha Khawaja, Noah D. Goodman, Tobias Gerstenberg

CoRR, 2024

Stream of Search (SoS): Learning to Search in Language.

Kanishk Gandhi, Denise Lee, Gabriel Grand, Muxin Liu, Winson Cheng, Archit Sharma, Noah D. Goodman

CoRR, 2024

Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels.

Jan-Philipp Fränken, Eric Zelikman, Rafael Rafailov, Kanishk Gandhi, Tobias Gerstenberg, Noah D. Goodman

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Procedural Dilemma Generation for Moral Reasoning in Humans and Language Models.

Jan-Philipp Fränken, Kanishk Gandhi, Tori Qiu, Ayesha Khawaja, Noah D. Goodman, Tobias Gerstenberg

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

2023

Social Contract AI: Aligning AI Assistants with Implicit Group Norms.

Jan-Philipp Fränken, Sam Kwok, Peixuan Ye, Kanishk Gandhi, Dilip Arumugam, Jared Moore, Alex Tamkin, Tobias Gerstenberg, Noah D. Goodman

CoRR, 2023

Exciton-Polariton Condensates: A Fourier Neural Operator Approach.

Surya T. Sathujoda, Yuan Wang, Kanishk Gandhi

CoRR, 2023

Certified Reasoning with Language Models.

Gabriel Poesia, Kanishk Gandhi, Eric Zelikman, Noah D. Goodman

CoRR, 2023

Strategic Reasoning with Language Models.

Kanishk Gandhi, Dorsa Sadigh, Noah D. Goodman

CoRR, 2023

Understanding Social Reasoning in Language Models with Language Models.

Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg, Noah D. Goodman

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Intuitions about physical scenes and objects in Virtual Reality (VR).

Peter Zhu, Kanishk Gandhi, Yixing Wang, Steven Le, Jiajun Wu, Hyowon Gweon

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Eliciting Compatible Demonstrations for Multi-Human Imitation Learning.

Kanishk Gandhi, Siddharth Karamcheti, Madeline Liao, Dorsa Sadigh

Proceedings of the Conference on Robot Learning, 2022

2021

Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others.

Kanishk Gandhi, Gala Stojnic, Brenden M. Lake, Moira R. Dillon

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Evaluating infants' reasoning about agents using the Baby Intuitions Benchmark (BIB).

Gala Stojnic, Kanishk Gandhi, Brenden M. Lake, Moira R. Dillon

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Mutual exclusivity as a challenge for deep neural networks.

Kanishk Gandhi, Brenden M. Lake

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Mutual exclusivity as a challenge for neural networks.

Kanishk Gandhi, Brenden M. Lake

CoRR, 2019