no code implementations • 15 Dec 2023 • Atanu R Sinha, Tanay Anand, Paridhi Maheshwari, A V Lakshmy, Vishal Jain
Estimating users' preferences for the site, however, faces major obstacles because (a) the focal site usually has no data of its users' interactions with other sites; these interactions are users' unobserved behaviors for the focal site; and (b) the Machine Learning literature in recommendation does not offer a model of this situation.
no code implementations • 28 Nov 2019 • Vishal Jain, William Fedus, Hugo Larochelle, Doina Precup, Marc G. Bellemare
Empirically, we find that these techniques improve the performance of a baseline deep reinforcement learning agent applied to text-based games.
no code implementations • 14 Nov 2019 • Harsh Deshpande, Vishal Jain, Sharayu Moharir
Contextual bandits have the same exploration-exploitation trade-off as standard multi-armed bandits.
no code implementations • 21 Mar 2017 • Vishal Jain, Dr. Mayank Singh
The proposed methodology is procedural i. e. it follows finite number of steps that extracts relevant documents according to users query.
no code implementations • 21 Mar 2017 • Gagandeep Singh Narula, Vishal Jain
A typical IR system that delivers and stores information is affected by problem of matching between user query and available content on web.