Karthik Narasimhan

Karthik Narasimhan

Princeton University

H-index: 31

North America-United States

About Karthik Narasimhan

Karthik Narasimhan, With an exceptional h-index of 31 and a recent h-index of 31 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Natural Language Processing, Reinforcement Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024)

Reflexion: Language agents with verbal reinforcement learning

Language-Guided World Models: A Model-Based Approach to AI Control

Can Language Models Solve Olympiad Programming?

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

Collie: Systematic construction of constrained text generation tasks

Karthik Narasimhan Information

University

Position

Assistant Professor

Citations(all)

14053

Citations(since 2020)

13237

Cited By

4050

hIndex(all)

31

hIndex(since 2020)

31

i10Index(all)

57

i10Index(since 2020)

56

Email

University Profile Page

Google Scholar

Karthik Narasimhan Skills & Research Interests

Natural Language Processing

Reinforcement Learning

Artificial Intelligence

Top articles of Karthik Narasimhan

Title

Journal

Author(s)

Publication Date

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

arXiv preprint arXiv:2404.07972

Tianbao Xie

Danyang Zhang

Jixuan Chen

Xiaochuan Li

Siheng Zhao

...

2024/4/11

Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024)

Ameet Deshpande

EunJeong Hwang

Vishvak Murahari

Joon Sung Park

Diyi Yang

...

2024/3

Reflexion: Language agents with verbal reinforcement learning

Advances in Neural Information Processing Systems

Noah Shinn

Federico Cassano

Ashwin Gopinath

Karthik Narasimhan

Shunyu Yao

2024/2/13

Language-Guided World Models: A Model-Based Approach to AI Control

arXiv preprint arXiv:2402.01695

Alex Zhang

Khanh Nguyen

Jens Tuyls

Albert Lin

Karthik Narasimhan

2024/1/24

Can Language Models Solve Olympiad Programming?

arXiv preprint arXiv:2404.10952

Quan Shi

Michael Tang

Karthik Narasimhan

Shunyu Yao

2024/4/16

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

International Conference on Learning Representations (ICLR)

Carlos E Jimenez

John Yang

Alexander Wettig

Shunyu Yao

Kexin Pei

...

2024

RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs

arXiv preprint arXiv:2404.08555

Shreyas Chaudhari

Pranjal Aggarwal

Vishvak Murahari

Tanmay Rajpurohit

Ashwin Kalyan

...

2024/4/12

Collie: Systematic construction of constrained text generation tasks

International Conference on Learning Representations (ICLR)

Shunyu Yao

Howard Chen

Austin W Hanjie

Runzhe Yang

Karthik Narasimhan

2024

MUX-PLMs: Data Multiplexing for High-throughput Language Models

arXiv preprint arXiv:2302.12441

Vishvak Murahari

Ameet Deshpande

Carlos E Jimenez

Izhak Shafran

Mingqiu Wang

...

2023/2/24

Referral Augmentation for Zero-Shot Information Retrieval

arXiv preprint arXiv:2305.15098

Michael Tang

Shunyu Yao

John Yang

Karthik Narasimhan

2023/5/24

Scaling Laws for Imitation Learning in Single-Agent Games

Jens Tuyls

Dhruv Madeka

Kari Torkkola

Dean Foster

Karthik R Narasimhan

...

2023/10/13

Instructeval: Systematic evaluation of instruction selection methods

Anirudh Ajith

Mengzhou Xia

Ameet Deshpande

Karthik R Narasimhan

2023/12/12

Building Scalable Video Understanding Benchmarks through Sports

arXiv preprint arXiv:2301.06866

Aniket Agarwal

Alex Zhang

Karthik Narasimhan

Igor Gilitschenski

Vishvak Murahari

...

2023/1/17

Anthropomorphization of AI: opportunities and risks

arXiv preprint arXiv:2305.14784

Ameet Deshpande

Tanmay Rajpurohit

Karthik Narasimhan

Ashwin Kalyan

2023/5/24

Fireact: Toward language agent fine-tuning

arXiv preprint arXiv:2310.05915

Baian Chen

Chang Shu

Ehsan Shareghi

Nigel Collier

Karthik Narasimhan

...

2023/10/9

Progressively Efficient Communication

Khanh Nguyen

Ruijie Zheng

Hal Daumé III

Furong Huang

Karthik Narasimhan

2023/11/30

CSTS: Conditional Semantic Textual Similarity

arXiv preprint arXiv:2305.15093

Ameet Deshpande

Carlos E Jimenez

Howard Chen

Vishvak Murahari

Victoria Graf

...

2023/5/24

Scaling laws for imitation learning in nethack

arXiv preprint arXiv:2307.09423

Jens Tuyls

Dhruv Madeka

Kari Torkkola

Dean Foster

Karthik Narasimhan

...

2023/7/18

GEO: Generative Engine Optimization

arXiv preprint arXiv:2311.09735

Pranjal Aggarwal

Vishvak Murahari

Tanmay Rajpurohit

Ashwin Kalyan

Karthik R Narasimhan

...

2023/11/16

Tree of thoughts: Deliberate problem solving with large language models

Neural Information Processing Systems (NeurIPS)

Shunyu Yao

Dian Yu

Jeffrey Zhao

Izhak Shafran

Thomas L Griffiths

...

2023/5/17

See List of Professors in Karthik Narasimhan University(Princeton University)

Co-Authors

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