Pradeep Varakantham

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

E-mailová adresa ověřena na: smu.edu.sg - Domovská stránka

Multi-Agent Systems Deep Reinforcement Learning Artificial intelligence Game theory


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	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	490	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	432	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	353	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	206	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	96	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
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	92	2022
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	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	64	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 AAAI Press, 2016	60	2016
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	57	2021
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
Incentivizing the use of bike trailers for dynamic repositioning in bike sharing systems S Ghosh, P Varakantham Proceedings of the International Conference on Automated Planning and …, 2017	54	2017

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