Pradeep Varakantham

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchGeverifieerd e-mailadres voor harvard.edu
Jun-young KwakDirector of Engineering @TinderGeverifieerd e-mailadres voor gotinder.com
Makoto YokooKyushu UniversityGeverifieerd e-mailadres voor inf.kyushu-u.ac.jp
Janusz MareckiDeepMindGeverifieerd e-mailadres voor google.com
Meghna LowalekarSingapore Management UniversityGeverifieerd e-mailadres voor phdis.smu.edu.sg
Patrick JailletDugald C. Jackson Professor, EECS, MITGeverifieerd e-mailadres voor mit.edu
William YeohWashington University in St. LouisGeverifieerd e-mailadres voor wustl.edu
Burcin Becerik-GerberProfessor of Civil and Environmental EngineeringGeverifieerd e-mailadres voor usc.edu
Ranjit NairCEO, Germin8Geverifieerd e-mailadres voor germin8.com
Shih-Fen ChengSchool of Computing and Information Systems, Singapore Management UniversityGeverifieerd e-mailadres voor smu.edu.sg
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementGeverifieerd e-mailadres voor smu.edu.sg
Supriyo GhoshSenior Researcher, Microsoft ResearchGeverifieerd e-mailadres voor microsoft.com
Paul ScerriAssociate Research Professor, Carnegie Mellon UniversityGeverifieerd e-mailadres voor cs.cmu.edu
Yossiri AdulyasakCanada Research Chair (CRC) in Supply Chain Analytics and HEC MontréalGeverifieerd e-mailadres voor hec.ca
Farrokh JazizadehAssociate Professor of Civil and Environmental Engineering - Virginia TechGeverifieerd e-mailadres voor vt.edu
Na FuResearch Fellow, Singapore Management UniversityGeverifieerd e-mailadres voor smu.edu.sg
Tanvi VermaResearch Scientist, A*STARGeverifieerd e-mailadres voor phdcs.smu.edu.sg
Nathan SchurrGeverifieerd e-mailadres voor aptima.com
Pritee Agrawalsingapore management universityGeverifieerd e-mailadres voor phdis.smu.edu.sg
Matthew E. TaylorAssociate Professor, University of AlbertaGeverifieerd e-mailadres voor ualberta.ca

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Pradeep Varakantham

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

Geverifieerd e-mailadres voor smu.edu.sg - Homepage

Multi-Agent Systems Deep Reinforcement Learning Artificial intelligence Game theory


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	425	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	408	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	329	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	154	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
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	86	2006
Online spatio-temporal matching in stochastic and dynamic domains M Lowalekar, P Varakantham, P Jaillet Artificial Intelligence 261, 71-112, 2018	79	2018
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	73	2017
SAVES: A Sustainable Multiagent Application to Conserve Building Energy Considering Occupants J Kwak, P Varakantham, R Maheswaran, M Tambe, F Jazizadeh, ...	71	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	71	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	69	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	64	2008
Robust repositioning to counter unpredictable demand in bike sharing systems S Ghosh, M Trick, P Varakantham AAAI Press, 2016	53	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	53	2005
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	52*	2018
Electric elves: What went wrong and why M Tambe AI Magazine 29 (2), 23, 2008	51	2008
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	47	2020
Scalable randomized patrolling for securing rapid transit networks P Varakantham, H Lau, Z Yuan Proceedings of the AAAI Conference on Artificial Intelligence 27 (2), 1563-1568, 2013	47	2013
Adjustable autonomy challenges in personal assistant agents: A position paper R Maheswaran, M Tambe, P Varakantham, K Myers Agents and Computational Autonomy, 1-44, 2004	47	2004
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	45	2015

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