Pradeep Varakantham

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchVerifierad e-postadress på harvard.edu
Jun-young KwakSr. Director, Engineering @TinderVerifierad e-postadress på gotinder.com
Makoto YokooKyushu UniversityVerifierad e-postadress på inf.kyushu-u.ac.jp
Meghna LowalekarData Science Consultant at THBVerifierad e-postadress på phdis.smu.edu.sg
Janusz MareckiDeepMindVerifierad e-postadress på google.com
Patrick JailletDugald C. Jackson Professor, EECS, MITVerifierad e-postadress på mit.edu
William YeohWashington University in St. LouisVerifierad e-postadress på wustl.edu
Shih-Fen ChengAmazon / School of Computing and Information Systems, Singapore Management UniversityVerifierad e-postadress på smu.edu.sg
Ranjit NairCEO, Germin8Verifierad e-postadress på germin8.com
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementVerifierad e-postadress på smu.edu.sg
Burcin Becerik-GerberProfessor of Civil and Environmental EngineeringVerifierad e-postadress på usc.edu
Supriyo GhoshSenior Researcher, MicrosoftVerifierad e-postadress på microsoft.com
Paul ScerriAssociate Research Professor, Carnegie Mellon UniversityVerifierad e-postadress på cs.cmu.edu
Farrokh JazizadehAssociate Professor of Civil and Environmental Engineering - Virginia TechVerifierad e-postadress på vt.edu
Yossiri AdulyasakCanada Research Chair (CRC) in Supply Chain Analytics and HEC MontréalVerifierad e-postadress på hec.ca
Na FuResearch Fellow, Singapore Management UniversityVerifierad e-postadress på smu.edu.sg
Tanvi VermaSenior Scientist, A*STARVerifierad e-postadress på phdcs.smu.edu.sg
Nathan SchurrVerifierad e-postadress på aptima.com
Pritee Agrawalsingapore management universityVerifierad e-postadress på phdis.smu.edu.sg
Geoff GordonProfessor of Machine Learning, Carnegie Mellon UniversityVerifierad e-postadress på 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

Verifierad e-postadress på smu.edu.sg - Startsida

Multi-Agent Systems Deep Reinforcement Learning Artificial intelligence Game theory


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	488	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	430	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	204	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	90	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
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
Resource constrained deep reinforcement learning A Bhatia, P Varakantham, A Kumar Proceedings of the International Conference on Automated Planning and …, 2019	60	2019
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	55	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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