Pradeep Varakantham

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchE-mail confirmado em harvard.edu
Jun-young KwakSr. Director, Engineering @TinderE-mail confirmado em gotinder.com
Makoto YokooKyushu UniversityE-mail confirmado em inf.kyushu-u.ac.jp
Meghna LowalekarData Science Consultant at THBE-mail confirmado em phdis.smu.edu.sg
Patrick JailletDugald C. Jackson Professor, EECS, MITE-mail confirmado em mit.edu
Janusz MareckiDeepMindE-mail confirmado em google.com
William YeohWashington University in St. LouisE-mail confirmado em wustl.edu
Burcin Becerik-GerberProfessor of Civil and Environmental EngineeringE-mail confirmado em usc.edu
Shih-Fen ChengAmazon / School of Computing and Information Systems, Singapore Management UniversityE-mail confirmado em smu.edu.sg
Ranjit NairCEO, Germin8E-mail confirmado em germin8.com
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementE-mail confirmado em smu.edu.sg
Supriyo GhoshSenior Researcher, MicrosoftE-mail confirmado em microsoft.com
Paul ScerriAssociate Research Professor, Carnegie Mellon UniversityE-mail confirmado em cs.cmu.edu
Yossiri AdulyasakCanada Research Chair (CRC) in Supply Chain Analytics and HEC MontréalE-mail confirmado em hec.ca
Farrokh JazizadehAssociate Professor of Civil and Environmental Engineering - Virginia TechE-mail confirmado em vt.edu
Na FuResearch Fellow, Singapore Management UniversityE-mail confirmado em smu.edu.sg
Tanvi VermaSenior Scientist, A*STARE-mail confirmado em phdcs.smu.edu.sg
Nathan SchurrE-mail confirmado em aptima.com
Geoff GordonProfessor of Machine Learning, Carnegie Mellon UniversityE-mail confirmado em cs.cmu.edu
Pritee Agrawalsingapore management universityE-mail confirmado em phdis.smu.edu.sg

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Pradeep Varakantham

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

E-mail confirmado em smu.edu.sg - Página inicial

Multi-Agent Systems Deep Reinforcement Learning Artificial intelligence Game theory


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
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	426	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	198	2017
Online spatio-temporal matching in stochastic and dynamic domains M Lowalekar, P Varakantham, P Jaillet Artificial Intelligence 261, 71-112, 2018	105	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	94	2017
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	93	2020
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	91	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	89	2006
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	79	2022
SAVES: A Sustainable Multiagent Application to Conserve Building Energy Considering Occupants J Kwak, P Varakantham, R Maheswaran, M Tambe, F Jazizadeh, ...	76	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	67	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	66	2008
Robust repositioning to counter unpredictable demand in bike sharing systems S Ghosh, M Trick, P Varakantham AAAI Press, 2016	60	2016
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	59*	2018
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
Resource constrained deep reinforcement learning A Bhatia, P Varakantham, A Kumar Proceedings of the International Conference on Automated Planning and …, 2019	54	2019
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	53	2015
Incremental DCOP search algorithms for solving dynamic DCOPs W Yeoh, P Varakantham, X Sun, S Koenig Proceedings of the International Joint Conference on Autonomous Agents and …, 2011	53*	2011

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