Learning to Simulate Human Dialogue.

Kanishk Gandhi

Kanishk Gandhi Agam Bhatia Noah D. Goodman Learning to Simulate Human Dialogue. 2026 January abs/2601.04436 CoRR https://doi.org/10.48550/arXiv.2601.04436 db/journals/corr/corr2601.html#abs-2601-04436 streams/journals/corr

Kanishk Gandhi Shivam Garg Noah D. Goodman Dimitris Papailiopoulos Endless Terminals: Scaling RL Environments for Terminal Agents. 2026 January abs/2601.16443 CoRR https://doi.org/10.48550/arXiv.2601.16443 db/journals/corr/corr2601.html#abs-2601-16443 streams/journals/corr

Omar Shaikh Valentin Teutschbein Kanishk Gandhi Yikun Chi Nick Haber Thomas N. Robinson Nilam Ram Byron Reeves Sherry Yang 0005 Michael S. Bernstein Diyi Yang Learning Next Action Predictors from Human-Computer Interaction. 2026 March abs/2603.05923 CoRR https://doi.org/10.48550/arXiv.2603.05923 db/journals/corr/corr2603.html#abs-2603-05923 streams/journals/corr

Polina Tsvilodub Kanishk Gandhi Haoran Zhao Jan-Philipp Fränken Michael Franke Noah D. Goodman Non-literal Understanding of Number Words by Language Models. 2025 CogSci https://escholarship.org/uc/item/08c3s3jt conf/cogsci/2025 db/conf/cogsci/cogsci2025.html#TsvilodubGZFFG25 Daniel Wurgaft Ben Prystawski Kanishk Gandhi Cedegao E. Zhang Joshua B. Tenenbaum Noah D. Goodman Scaling up the think-aloud method. 2025 CogSci https://escholarship.org/uc/item/8jc6r7h5 conf/cogsci/2025 db/conf/cogsci/cogsci2025.html#WurgaftPGZTG25

Kanishk Gandhi Michael Y. Li Lyle Goodyear Louise Li Aditi Bhaskar Mohammed Zaman Noah D. Goodman BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery. 2025 January abs/2501.01540 CoRR https://doi.org/10.48550/arXiv.2501.01540 db/journals/corr/corr2501.html#abs-2501-01540 streams/journals/corr

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 Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought. 2025 January abs/2501.04682 CoRR https://doi.org/10.48550/arXiv.2501.04682 db/journals/corr/corr2501.html#abs-2501-04682 streams/journals/corr

Polina Tsvilodub Kanishk Gandhi Haoran Zhao Jan-Philipp Fränken Michael Franke Noah D. Goodman Non-literal Understanding of Number Words by Language Models. 2025 February abs/2502.06204 CoRR https://doi.org/10.48550/arXiv.2502.06204 db/journals/corr/corr2502.html#abs-2502-06204 streams/journals/corr

Alon Albalak Duy Phung Nathan Lile Rafael Rafailov Kanishk Gandhi Louis Castricato Anikait Singh Chase Blagden Violet Xiang Dakota Mahan Nick Haber Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models. 2025 February abs/2502.17387 CoRR https://doi.org/10.48550/arXiv.2502.17387 db/journals/corr/corr2502.html#abs-2502-17387 streams/journals/corr

Kanishk Gandhi Ayush Chakravarthy Anikait Singh Nathan Lile Noah D. Goodman Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs. 2025 March abs/2503.01307 CoRR https://doi.org/10.48550/arXiv.2503.01307 db/journals/corr/corr2503.html#abs-2503-01307 streams/journals/corr

Daniel Wurgaft Ben Prystawski Kanishk Gandhi Cedegao E. Zhang Joshua B. Tenenbaum Noah D. Goodman Scaling up the think-aloud method. 2025 May abs/2505.23931 CoRR https://doi.org/10.48550/arXiv.2505.23931 db/journals/corr/corr2505.html#abs-2505-23931 streams/journals/corr

Gabriel Poesia Kanishk Gandhi Eric Zelikman Noah D. Goodman Certified Deductive Reasoning with Language Models. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=yXnwrs2Tl6 db/journals/tmlr/tmlr2024.html#PoesiaGZG24

Jan-Philipp Fränken Kanishk Gandhi Tori Qiu Ayesha Khawaja Noah D. Goodman Tobias Gerstenberg Procedural Dilemma Generation for Moral Reasoning in Humans and Language Models. 2024 CogSci https://escholarship.org/uc/item/77r459kj conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#FrankenGQKGG24 Jan-Philipp Fränken Eric Zelikman Rafael Rafailov Kanishk Gandhi Tobias Gerstenberg Noah D. Goodman Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/70d638f3177d2f0bbdd9f400b43f0683-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#FrankenZRGGG24

Kanishk Gandhi Denise Lee Gabriel Grand Muxin Liu Winson Cheng Archit Sharma Noah D. Goodman Stream of Search (SoS): Learning to Search in Language. 2024 abs/2404.03683 CoRR https://doi.org/10.48550/arXiv.2404.03683 db/journals/corr/corr2404.html#abs-2404-03683

Jan-Philipp Fränken Kanishk Gandhi Tori Qiu Ayesha Khawaja Noah D. Goodman Tobias Gerstenberg Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models. 2024 abs/2404.10975 CoRR https://doi.org/10.48550/arXiv.2404.10975 db/journals/corr/corr2404.html#abs-2404-10975

Jan-Philipp Fränken Eric Zelikman Rafael Rafailov Kanishk Gandhi Tobias Gerstenberg Noah D. Goodman Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels. 2024 abs/2404.14313 CoRR https://doi.org/10.48550/arXiv.2404.14313 db/journals/corr/corr2404.html#abs-2404-14313

Joy He-Yueya Wanjing Anya Ma Kanishk Gandhi Benjamin W. Domingue Emma Brunskill Noah D. Goodman Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models. 2024 abs/2407.15645 CoRR https://doi.org/10.48550/arXiv.2407.15645 db/journals/corr/corr2407.html#abs-2407-15645 streams/journals/corr

Kanishk Gandhi Zoe Lynch Jan-Philipp Fränken Kayla Patterson Sharon Wambu Tobias Gerstenberg Desmond C. Ong Noah D. Goodman Human-like Affective Cognition in Foundation Models. 2024 abs/2409.11733 CoRR https://doi.org/10.48550/arXiv.2409.11733 db/journals/corr/corr2409.html#abs-2409-11733 streams/journals/corr

Alex Havrilla Andrew Dai 0001 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 Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models. 2024 abs/2412.02980 CoRR https://doi.org/10.48550/arXiv.2412.02980 db/journals/corr/corr2412.html#abs-2412-02980 streams/journals/corr

Peter Zhu Kanishk Gandhi Yixing Wang Steven Le Jiajun Wu 0001 Hyowon Gweon Intuitions about physical scenes and objects in Virtual Reality (VR). 2023 CogSci https://escholarship.org/uc/item/2zq482fq conf/cogsci/2023 db/conf/cogsci/cogsci2023.html#ZhuGWL0G23 Kanishk Gandhi Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman Understanding Social Reasoning in Language Models with Language Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/2b9efb085d3829a2aadffab63ba206de-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#GandhiFGG23

Kanishk Gandhi Dorsa Sadigh Noah D. Goodman Strategic Reasoning with Language Models. 2023 abs/2305.19165 CoRR https://doi.org/10.48550/arXiv.2305.19165 db/journals/corr/corr2305.html#abs-2305-19165

Gabriel Poesia Kanishk Gandhi Eric Zelikman Noah D. Goodman Certified Reasoning with Language Models. 2023 abs/2306.04031 CoRR https://doi.org/10.48550/arXiv.2306.04031 db/journals/corr/corr2306.html#abs-2306-04031

Kanishk Gandhi Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman Understanding Social Reasoning in Language Models with Language Models. 2023 abs/2306.15448 CoRR https://doi.org/10.48550/arXiv.2306.15448 db/journals/corr/corr2306.html#abs-2306-15448

Surya T. Sathujoda Yuan Wang Kanishk Gandhi Exciton-Polariton Condensates: A Fourier Neural Operator Approach. 2023 abs/2309.15593 CoRR https://doi.org/10.48550/arXiv.2309.15593 db/journals/corr/corr2309.html#abs-2309-15593

Jan-Philipp Fränken Sam Kwok Peixuan Ye Kanishk Gandhi Dilip Arumugam Jared Moore Alex Tamkin Tobias Gerstenberg Noah D. Goodman Social Contract AI: Aligning AI Assistants with Implicit Group Norms. 2023 abs/2310.17769 CoRR https://doi.org/10.48550/arXiv.2310.17769 db/journals/corr/corr2310.html#abs-2310-17769

Kanishk Gandhi Siddharth Karamcheti Madeline Liao Dorsa Sadigh Eliciting Compatible Demonstrations for Multi-Human Imitation Learning. 1981-1991 2022 CoRL https://proceedings.mlr.press/v205/gandhi23a.html conf/corl/2022 db/conf/corl/corl2022.html#GandhiKLS22

Kanishk Gandhi Siddharth Karamcheti Madeline Liao Dorsa Sadigh Eliciting Compatible Demonstrations for Multi-Human Imitation Learning. 2022 abs/2210.08073 CoRR https://doi.org/10.48550/arXiv.2210.08073 db/journals/corr/corr2210.html#abs-2210-08073

Gala Stojnic Kanishk Gandhi Brenden M. Lake Moira R. Dillon Evaluating infants' reasoning about agents using the Baby Intuitions Benchmark (BIB). 2021 CogSci https://escholarship.org/uc/item/3kh4d1z9 conf/cogsci/2021 db/conf/cogsci/cogsci2021.html#StojnicGLD21 Kanishk Gandhi Gala Stojnic Brenden M. Lake Moira R. Dillon Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others. 9963-9976 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/525b8410cc8612283c9ecaf9a319f8ed-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#GandhiSLD21

Kanishk Gandhi Gala Stojnic Brenden M. Lake Moira R. Dillon Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others. 2021 abs/2102.11938 CoRR https://arxiv.org/abs/2102.11938 db/journals/corr/corr2102.html#abs-2102-11938

Kanishk Gandhi Brenden M. Lake Mutual exclusivity as a challenge for deep neural networks. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/a378383b89e6719e15cd1aa45478627c-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#GandhiL20

Kanishk Gandhi Brenden M. Lake Mutual exclusivity as a challenge for neural networks. 2019 abs/1906.10197 CoRR http://arxiv.org/abs/1906.10197 db/journals/corr/corr1906.html#abs-1906-10197

Baber Abbasi Alon Albalak Pawan Sasanka Ammanamanchi Dilip Arumugam Michael S. Bernstein Aditi Bhaskar Agam Bhatia Chase Blagden Emma Brunskill Louis Castricato Ayush Chakravarthy Sharath ChandraSharath Chandra Raparthy Winson Cheng Yikun Chi Andrew Dai 0001 Moira R. Dillon Benjamin W. Domingue Chelsea Finn Michael Franke Jan-Philipp Fränken Shivam Garg Tobias Gerstenberg Noah D. Goodman Lyle Goodyear Gabriel Grand Srishti Gureja Hyowon Gweon Nick Haber Mohammed Hamdy Alexander HavrillaAlex Havrilla Joy He-Yueya Maia Iyer Siddharth Karamcheti Ayesha Khawaja Sam Kwok Brenden M. Lake Steven Le Denise Lee Louise Li Michael Y. Li Wen-Ding Li Madeline Liao Nathan Lile Muxin Liu Zoe Lynch Wanjing Anya Ma Dakota Mahan Elliot Meyerson Fabrizio Milo Jared Moore Laura O'Mahony Desmond C. Ong Koen Oostermeijer Giovanni Paolini Dimitris S. PapailiopoulosDimitris Papailiopoulos Kayla Patterson Duy Phung Gabriel Poesia Ben Prystawski Tori Qiu Rafael Rafailov Nilam Ram Byron Reeves Thomas N. Robinson Dorsa Sadigh Surya T. Sathujoda Omar Shaikh Archit Sharma Anikait Singh Charlie Snell Gala Stojnic Alex Tamkin Joshua B. Tenenbaum Valentin Teutschbein Polina Tsvilodub Sharon Wambu Yixing Wang Yuan Wang Jiajun Wu 0001 Daniel Wurgaft Violet Xiang Diyi Yang Sherry Yang 0005 Peixuan Ye Mohammed Zaman Eric Zelikman Cedegao E. Zhang Haoran Zhao Peter Zhu Vera Zisler