Pradeep Varakantham

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	Všetky	Od 2020
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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchOverená e-mailová adresa na: harvard.edu
Jun-young KwakSr. Director, Engineering @TinderOverená e-mailová adresa na: gotinder.com
Makoto YokooKyushu UniversityOverená e-mailová adresa na: inf.kyushu-u.ac.jp
Meghna LowalekarData Science Consultant at THBOverená e-mailová adresa na: phdis.smu.edu.sg
Janusz MareckiDeepMindOverená e-mailová adresa na: google.com
Patrick JailletDugald C. Jackson Professor, EECS, MITOverená e-mailová adresa na: mit.edu
William YeohWashington University in St. LouisOverená e-mailová adresa na: wustl.edu
Shih-Fen ChengAmazon / School of Computing and Information Systems, Singapore Management UniversityOverená e-mailová adresa na: smu.edu.sg
Ranjit NairCEO, Germin8Overená e-mailová adresa na: germin8.com
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementOverená e-mailová adresa na: smu.edu.sg
Burcin Becerik-GerberProfessor of Civil and Environmental EngineeringOverená e-mailová adresa na: usc.edu
Supriyo GhoshSenior Researcher, MicrosoftOverená e-mailová adresa na: microsoft.com
Paul ScerriAssociate Research Professor, Carnegie Mellon UniversityOverená e-mailová adresa na: cs.cmu.edu
Farrokh JazizadehAssociate Professor of Civil and Environmental Engineering - Virginia TechOverená e-mailová adresa na: vt.edu
Yossiri AdulyasakCanada Research Chair (CRC) in Supply Chain Analytics and HEC MontréalOverená e-mailová adresa na: hec.ca
Na FuResearch Fellow, Singapore Management UniversityOverená e-mailová adresa na: smu.edu.sg
Tanvi VermaSenior Scientist, A*STAROverená e-mailová adresa na: phdcs.smu.edu.sg
Nathan SchurrOverená e-mailová adresa na: aptima.com
Pritee Agrawalsingapore management universityOverená e-mailová adresa na: phdis.smu.edu.sg
Geoff GordonProfessor of Machine Learning, Carnegie Mellon UniversityOverená e-mailová adresa na: cs.cmu.edu

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Pradeep Varakantham

Professor of Computer Science, Lee Kuan Yew Fellow, Director of CARE.AI lab, School of Computing and

Overená e-mailová adresa na: smu.edu.sg - Domovská stránka

Multi-Agent Systems Deep Reinforcement Learning Artificial intelligence Game theory


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
Coordinating occupant behavior for building energy and comfort management using multi-agent systems L Klein, J Kwak, G Kavulya, F Jazizadeh, B Becerik-Gerber, ... Automation in construction 22, 525-536, 2012	489	2012
Taking DCOP to the real world: Efficient complete solutions for distributed event scheduling R Maheswaran, M Tambe, E Bowring, J Pearce, P Varakantham IEEE Computer Society, 2004	431	2004
Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs R Nair, P Varakantham, M Tambe, M Yokoo Proceedings of the National Conference on Artificial Intelligence 20 (1), 133, 2005	352	2005
Dynamic repositioning to reduce lost demand in bike sharing systems S Ghosh, P Varakantham, Y Adulyasak, P Jaillet Journal of Artificial Intelligence Research 58, 387-430, 2017	205	2017
Online spatio-temporal matching in stochastic and dynamic domains M Lowalekar, P Varakantham, P Jaillet Artificial Intelligence 261, 71-112, 2018	109	2018
Neural approximate dynamic programming for on-demand ride-pooling S Shah, M Lowalekar, P Varakantham Proceedings of the AAAI conference on artificial intelligence 34 (01), 507-515, 2020	95	2020
Augmenting decisions of taxi drivers through reinforcement learning for improving revenues T Verma, P Varakantham, S Kraus, HC Lau Proceedings of the international conference on automated planning and …, 2017	95	2017
Exploiting coordination locales in distributed POMDPs via social model shaping P Varakantham, J Kwak, M Taylor, J Marecki, P Scerri, M Tambe Proc. of ICAPS, 2009	92	2009
Field study in deploying restless multi-armed bandits: Assisting non-profits in improving maternal and child health A Mate, L Madaan, A Taneja, N Madhiwalla, S Verma, G Singh, A Hegde, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12017 …, 2022	91	2022
Privacy loss in distributed constraint reasoning: A quantitative framework for analysis and its applications RT Maheswaran, JP Pearce, E Bowring, P Varakantham, M Tambe Autonomous Agents and Multi-Agent Systems 13 (1), 27-60, 2006	89	2006
SAVES: A Sustainable Multiagent Application to Conserve Building Energy Considering Occupants J Kwak, P Varakantham, R Maheswaran, M Tambe, F Jazizadeh, ...	78	2012
Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies P Varakantham, J Marecki, Y Yabu, M Tambe, M Yokoo Proceedings of the 6th international joint conference on Autonomous agents …, 2007	74	2007
Distributed model shaping for scaling to decentralized POMDPs with hundreds of agents P Velagapudi, P Varakantham, K Sycara, P Scerri International Joint Conference on Autonomous Agents and Multi-Agent Systems, 2011	66	2011
Not all agents are equal: scaling up distributed POMDPs for agent networks J Marecki, T Gupta, P Varakantham, M Tambe, M Yokoo Proceedings of the 7th international joint conference on Autonomous agents …, 2008	65	2008
Resource constrained deep reinforcement learning A Bhatia, P Varakantham, A Kumar Proceedings of the International Conference on Automated Planning and …, 2019	62	2019
Risk-sensitive stochastic orienteering problems for trip optimization in urban environments P Varakantham, A Kumar, HC Lau, W Yeoh ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 24, 2018	61*	2018
Robust repositioning to counter unpredictable demand in bike sharing systems S Ghosh, M Trick, P Varakantham AAAI Press, 2016	60	2016
Conflicts in teamwork: Hybrids to the rescue M Tambe, E Bowring, H Jung, G Kaminka, R Maheswaran, J Marecki, ... Proceedings of the fourth international joint conference on Autonomous …, 2005	56	2005
Learn to intervene: An adaptive learning policy for restless bandits in application to preventive healthcare A Biswas, G Aggarwal, P Varakantham, M Tambe arXiv preprint arXiv:2105.07965, 2021	54	2021
Incremental DCOP search algorithms for solving dynamic DCOP problems W Yeoh, P Varakantham, X Sun, S Koenig 2015 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2015	54	2015

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