Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Sharma, Nihal"'
Autor:
Saxena, Divyanshu, Sharma, Nihal, Kim, Donghyun, Dwivedula, Rohit, Chen, Jiayi, Yang, Chenxi, Ravula, Sriram, Hu, Zichao, Akella, Aditya, Angel, Sebastian, Biswas, Joydeep, Chaudhuri, Swarat, Dillig, Isil, Dimakis, Alex, Godfrey, P. Brighten, Kim, Daehyeok, Rossbach, Chris, Wang, Gang
This paper lays down the research agenda for a domain-specific foundation model for operating systems (OSes). Our case for a foundation model revolves around the observations that several OS components such as CPU, memory, and network subsystems are
Externí odkaz:
http://arxiv.org/abs/2312.07813
We study a version of the contextual bandit problem where an agent can intervene through a set of stochastic expert policies. The agent interacts with the environment over episodes, with each episode having different context distributions; this resul
Externí odkaz:
http://arxiv.org/abs/2107.03263
We study a variant of the multi-armed bandit problem where side information in the form of bounds on the mean of each arm is provided. We develop the novel non-optimistic Global Under-Explore (GLUE) algorithm which uses the provided mean bounds (acro
Externí odkaz:
http://arxiv.org/abs/2002.08405
We consider the problem of contextual bandits with stochastic experts, which is a variation of the traditional stochastic contextual bandit with experts problem. In our problem setting, we assume access to a class of stochastic experts, where each ex
Externí odkaz:
http://arxiv.org/abs/1802.08737