Sledovat
Rahul Jain
Rahul Jain
Professor of ECE and CS, USC and visiting Research Scientist, Google DeepMind
E-mailová adresa ověřena na: usc.edu - Domovská stránka
Název
Citace
Citace
Rok
Geographical routing using partial information for wireless ad hoc networks
R Jain, A Puri, R Sengupta
IEEE Personal communications 8 (1), 48-57, 2001
6352001
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
5152012
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
3072010
Decentralized learning for multiplayer multiarmed bandits
D Kalathil, N Nayyar, R Jain
IEEE Transactions on Information Theory 60 (4), 2331-2345, 2014
2552014
Risk-constrained Markov decision processes
V Borkar, R Jain
IEEE Transactions on Automatic Control 59 (9), 2574-2579, 2014
2492014
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
1642017
An efficient Nash-implementation mechanism for network resource allocation
R Jain, J Walrand
Automatica 46 (8), 1276-1283, 2010
1342010
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
1252020
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
902016
Empirical dynamic programming
WB Haskell, R Jain, D Kalathil
Mathematics of Operations Research 41 (2), 402-429, 2016
892016
The concert queueing game: to wait or to be late
R Jain, S Juneja, N Shimkin
Discrete Event Dynamic Systems 21, 103-138, 2011
772011
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
722015
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
652009
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
632021
Learning-based control of unknown linear systems with thompson sampling
Y Ouyang, M Gagrani, R Jain
arXiv preprint arXiv:1709.04047, 2017
612017
A sample-efficient algorithm for episodic finite-horizon MDP with constraints
KC Kalagarla, R Jain, P Nuzzo
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8030-8037, 2021
602021
Hierarchical auction mechanisms for network resource allocation
W Tang, R Jain
IEEE Journal on Selected Areas in Communications 30 (11), 2117-2125, 2012
592012
Control of unknown linear systems with thompson sampling
Y Ouyang, M Gagrani, R Jain
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
552017
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Články 1–20