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Simulation Based Algorithms for Markov Decision Processes and Multi-Action Restless Bandits
We consider multi-dimensional Markov decision processes and formulate a ...
07/25/2020 ∙ by Rahul Meshram, et al. ∙
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Online repeated posted price auctions with a demand side platform
We consider an online ad network problem in which an ad exchange auction...
10/04/2019 ∙ by Rahul Meshram, et al. ∙
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Sequential Decision Making under Uncertainty with Dynamic Resource Constraints
This paper studies a class of constrained restless multi-armed bandits. ...
04/18/2019 ∙ by Kesav Kaza, et al. ∙
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Learning Recommendations While Influencing Interests
Personalized recommendation systems (RS) are extensively used in many se...
03/23/2018 ∙ by Rahul Meshram, et al. ∙
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Lazy Restless Bandits for Decision Making with Limited Observation Capability: Applications in Wireless Networks
In this work we formulate the problem of restless multi-armed bandits wi...
01/04/2018 ∙ by Kesav Kaza, et al. ∙
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