Zobrazeno 1 - 10
of 1 684
pro vyhledávání: '"Gumaste, A."'
Large Language Models (LLMs) are widely used for tasks such as natural language and code generation. Still, their outputs often suffer from issues like privacy violations, and semantically inaccurate code generation. Current libraries for LLM generat
Externí odkaz:
http://arxiv.org/abs/2410.07295
We present Vercel, a network verification and automatic fault rectification tool that is based on a computationally tractable, algorithmically expressive, and mathematically aesthetic domain of linear algebra. Vercel works on abstracting out packet h
Externí odkaz:
http://arxiv.org/abs/2409.14341
Offline reinforcement learning has become one of the most practical RL settings. However, most existing works on offline RL focus on the standard setting with scalar reward feedback. It remains unknown how to universally transfer the existing rich un
Externí odkaz:
http://arxiv.org/abs/2406.10445
We study the problem of universal black-boxed reward poisoning attacks against general offline reinforcement learning with deep neural networks. We consider a black-box threat model where the attacker is entirely oblivious to the learning algorithm,
Externí odkaz:
http://arxiv.org/abs/2402.09695
Autor:
Xu, Yinglun, Suresh, Tarun, Gumaste, Rohan, Zhu, David, Li, Ruirui, Wang, Zhengyang, Jiang, Haoming, Tang, Xianfeng, Yin, Qingyu, Cheng, Monica Xiao, Zeng, Qi, Zhang, Chao, Singh, Gagandeep
Preference-based reinforcement learning (PBRL) in the offline setting has succeeded greatly in industrial applications such as chatbots. A two-step learning framework where one applies a reinforcement learning step after a reward modeling step has be
Externí odkaz:
http://arxiv.org/abs/2401.00330
Autor:
Sharma, Aishani, Jain, Roopam, Agrawal, Priyanka, Mukherjee, Shreya, Gumaste, Anurag, Davis, Devin F., Haridas, Ravi Sankar, Mishra, Rajiv S.
Publikováno v:
In Acta Materialia 15 October 2024 279
Publikováno v:
In Applied Materials Today August 2024 39
Autor:
Ankita Gumaste, Keeley L Baker, Michelle Izydorczak, Aaron C True, Ganesh Vasan, John P Crimaldi, Justus Verhagen
Publikováno v:
eLife, Vol 13 (2024)
In order to survive, animals often need to navigate a complex odor landscape where odors can exist in airborne plumes. Several odor plume properties change with distance from the odor source, providing potential navigational cues to searching animals
Externí odkaz:
https://doaj.org/article/a76e49f9b97f4a64a1609094deff5e62
Autor:
Sharma, Aishani, Dhal, Abhijeet, Gumaste, Anurag, Gaddam, Supreeth, Haridas, Ravi Sankar, McWilliams, Brandon A., Cho, Kyu C., Mishra, Rajiv S.
Publikováno v:
In Materials Science & Engineering A May 2024 901
Autor:
Sharma, Aishani, Gumaste, Anurag, Agrawal, Priyanka, Thapliyal, Saket, Gupta, Sanya, Haridas, Ravi Sankar, McWilliams, Brandon A., Cho, Kyu C., Mishra, Rajiv S.
Publikováno v:
In Journal of Alloys and Compounds 5 March 2024 976