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Rahul Jain
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Year
Geographical routing using partial information for wireless ad hoc networks
R Jain, A Puri, R Sengupta
IEEE Personal communications 8 (1), 48-57, 2001
6322001
Combinatorial network optimization with unknown variables: Multi-armed bandits with linear rewards and individual observations
Y Gai, B Krishnamachari, R Jain
IEEE/ACM Transactions on Networking 20 (5), 1466-1478, 2012
4702012
Learning multiuser channel allocations in cognitive radio networks: A combinatorial multi-armed bandit formulation
Y Gai, B Krishnamachari, R Jain
2010 IEEE Symposium on New Frontiers in Dynamic Spectrum (DySPAN), 1-9, 2010
2922010
Risk-constrained Markov decision processes
V Borkar, R Jain
IEEE Transactions on Automatic Control 59 (9), 2574-2579, 2014
2672014
Decentralized learning for multiplayer multiarmed bandits
D Kalathil, N Nayyar, R Jain
IEEE Transactions on Information Theory 60 (4), 2331-2345, 2014
2372014
Learning unknown markov decision processes: A thompson sampling approach
Y Ouyang, M Gagrani, A Nayyar, R Jain
Advances in neural information processing systems 30, 2017
1322017
An efficient Nash-implementation mechanism for network resource allocation
R Jain, J Walrand
Automatica 46 (8), 1276-1283, 2010
1262010
Model-free reinforcement learning in infinite-horizon average-reward markov decision processes
CY Wei, MJ Jahromi, H Luo, H Sharma, R Jain
International conference on machine learning, 10170-10180, 2020
902020
Empirical dynamic programming
WB Haskell, R Jain, D Kalathil
Mathematics of Operations Research 41 (2), 402-429, 2016
842016
On regret-optimal learning in decentralized multiplayer multiarmed bandits
N Nayyar, D Kalathil, R Jain
IEEE Transactions on Control of Network Systems 5 (1), 597-606, 2016
832016
The concert queueing game: to wait or to be late
R Jain, S Juneja, N Shimkin
Discrete Event Dynamic Systems 21, 103-138, 2011
742011
A convex analytic approach to risk-aware Markov decision processes
WB Haskell, R Jain
SIAM Journal on Control and Optimization 53 (3), 1569-1598, 2015
712015
Scalar estimation and control with noisy binary observations
T Simsek, R Jain, P Varaiya
IEEE Transactions on Automatic Control 49 (9), 1598-1603, 2004
662004
Method and system for user guided search navigation
P Dube, R Jain, R Kannan, K Subbian
US Patent 8,745,039, 2014
652014
System and method for conducting combinatorial exchanges
R Jain, C Kaskiris, P Varaiya, J Shu, R Rajagopal, NS Pillai
US Patent 7,627,510, 2009
612009
Learning-based control of unknown linear systems with thompson sampling
Y Ouyang, M Gagrani, R Jain
arXiv preprint arXiv:1709.04047, 2017
582017
Hierarchical auction mechanisms for network resource allocation
W Tang, R Jain
IEEE Journal on Selected Areas in Communications 30 (11), 2117-2125, 2012
572012
Control of unknown linear systems with thompson sampling
Y Ouyang, M Gagrani, R Jain
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
542017
A queueing model with independent arrivals, and its fluid and diffusion limits
H Honnappa, R Jain, AR Ward
Queueing Systems 80 (1), 71-103, 2015
512015
Learning infinite-horizon average-reward mdps with linear function approximation
CY Wei, MJ Jahromi, H Luo, R Jain
International Conference on Artificial Intelligence and Statistics, 3007-3015, 2021
472021
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