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Pradeep Varakantham
Pradeep Varakantham
Professor of Computer Science, Lee Kuan Yew Fellow, Director of CARE.AI lab, School of Computing and
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
4622012
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
4202004
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
3392005
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
1812017
Online spatio-temporal matching in stochastic and dynamic domains
M Lowalekar, P Varakantham, P Jaillet
Artificial Intelligence 261, 71-112, 2018
962018
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
912009
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
882006
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
822017
SAVES: A Sustainable Multiagent Application to Conserve Building Energy Considering Occupants
J Kwak, P Varakantham, R Maheswaran, M Tambe, F Jazizadeh, ...
742012
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
722007
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
692011
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
662020
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
642008
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
592022
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
58*2018
Robust repositioning to counter unpredictable demand in bike sharing systems
S Ghosh, M Trick, P Varakantham
AAAI Press, 2016
582016
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
532005
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
512017
Electric elves: What went wrong and why
M Tambe
AI Magazine 29 (2), 23, 2008
512008
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
502015
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