| 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 |
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchVerified email at harvard.edu
