Author

Tambe A

Professor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google Research - Cited by 36,010 - Multiagent Systems - Artificial Intelligence - AI for Social Good - AI for Public Health - AI for Conservation

Biography

 "A Tambe, Fermenta Biotech Ltd, DIL Complex, Thane 400610, India. Published an article on Macroporous Poly(Vinyl Acetate-Co-Divinyl Benzene) Copolymer Beads as Adsorptive Support for the Direct Immobilization of Candida antarctica Lipase B".
Title
Cited by
Year
Artificial intelligence and life in 2030: the one hundred year study on artificial intelligence
P Stone, R Brooks, E Brynjolfsson, R Calo, O Etzioni, G Hager, ...arXiv preprint arXiv:2211.06318, 2022202
752
2022
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 …, 2022202
41
2022
Coordinating followers to reach better equilibria: End-to-end gradient descent for stackelberg games
K Wang, L Xu, A Perrault, MK Reiter, M TambeProceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5219-5227, 2022202
12
2022
Solving structured hierarchical games using differential backward induction
Z Li, F Jia, A Mate, S Jabbari, M Chakraborty, M Tambe, Y VorobeychikUncertainty in Artificial Intelligence, 110-111, 2022202
7
2022
Decision-focused learning without decision-making: Learning locally optimized decision losses
S Shah, K Wang, B Wilder, A Perrault, M TambeAdvances in Neural Information Processing Systems 35, 1320-1332, 2022202
6
2022
Designing effective masking strategies for cyberdefense through human experimentation and cognitive models
P Aggarwal, O Thakoor, S Jabbari, EA Cranford, C Lebiere, M Tambe, ...Computers & Security 117, 102671, 2022202
4
2022
Artificial replay: a meta-algorithm for harnessing historical data in Bandits
S Banerjee, SR Sinclair, M Tambe, L Xu, CL YuarXiv preprint arXiv:2210.00025, 2022202
4
2022
Using public data to predict demand for mobile health clinics
H Chen, S Ghosh, G Fan, N Behari, A Biswas, M Williams, NE Oriol, ...Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 1261 …, 2022202
4
2022
Networked restless multi-armed bandits for mobile interventions
HC Ou, C Siebenbrunner, J Killian, MB Brooks, D Kempe, Y Vorobeychik, ...arXiv preprint arXiv:2201.12408, 2022202
3
2022
Evolutionary approach to security games with signaling
A Żychowski, J Mańdziuk, E Bondi, A Venugopal, M Tambe, B RavindranarXiv preprint arXiv:2204.1417, 2022202
3
2022
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program
JA Killian, A Biswas, L Xu, S Verma, V Nair, A Taneja, A Hegde, ...Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1495 …, 030
2
2023
Learning (local) surrogate loss functions for predict-then-optimize problems
S Shah, B Wilder, A Perrault, M TambearXiv e-prints, arXiv: 03.16067, 0
2
2022
Indexability is Not Enough for Whittle: Improved, Near-Optimal Algorithms for Restless Bandits
A Ghosh, D Nagaraj, M Jain, M TambearXiv preprint arXiv:11.0011, 0
2
2022
Optimistic whittle index policy: Online learning for restless bandits
K Wang, L Xu, A Taneja, M TambeProceedings of the AAAI Conference on Artificial Intelligence 37 (8), 10131 …, 030
2
2023
Scalable decision-focused learning in restless multi-armed bandits with application to maternal and child health
K Wang, S Verma, A Mate, S Shah, A Taneja, N Madhiwalla, A Hegde, ...Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 1138 …, 030
2
2023
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning
JA Killian, L Xu, A Biswas, M TambeUncertainty in Artificial Intelligence, 990-000, 2022202
1
2022
Micronutrient Deficiency Prediction via Publicly Available Satellite Data
E Bondi, H Chen, CD Golden, N Behari, M TambeProceedings of the AAAI Conference on Artificial Intelligence 36 (), 2454 …, 2022202
1
2022
Case study: Applying decision focused learning in the real world
S Verma, A Mate, K Wang, A Taneja, M TambeWorkshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022202
1
2022
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits
P Verma, S Verma, A Mate, A Taneja, M TambearXiv preprint arXiv:230.07835, 2023202
1
2023
Getting to the root of the problem: A decision-tree analysis for suicide risk among young people experiencing homelessness
A Fulginiti, A Segal, J Wilson, C Hill, M Tambe, C Castro, E RiceJournal of the Society for Social Work and Research 3 (2), 327-352, 2022202
1
2022

Referred From: https://scholar.google.com/citations?user=YOVZiJkAAAAJ&hl=en&oi=ao

Cited by
Citations 36010
h-index 93
i10-index 418
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