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Akshat Kumar
Akshat Kumar
Associate Professor, School of Information Systems, Singapore Management
smu.edu.sg의 이메일 확인됨 - 홈페이지
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연도
Distributed constraint optimization with structured resource constraints
A Kumar, B Faltings, A Petcu
IFAAMAS 2, 923, 2009
892009
Scalable multiagent planning using probabilistic inference
A Kumar, S Zilberstein, M Toussaint
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
792011
Credit assignment for collective multiagent RL with global rewards
DT Nguyen, A Kumar, HC Lau
Advances in neural information processing systems 31, 2018
752018
Constraint-based dynamic programming for decentralized POMDPs with structured interactions
A Kumar, S Zilberstein
IFAAMS, 2009
672009
Determination of an optimal assembly sequence using the psychoclonal algorithm
MK Tiwari, Prakash, A Kumar, AR Mileham
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of …, 2005
592005
Anytime planning for decentralized POMDPs using expectation maximization
A Kumar, S Zilberstein
arXiv preprint arXiv:1203.3490, 2012
572012
Approximate inference in collective graphical models
D Sheldon, T Sun, A Kumar, T Dietterich
International Conference on Machine Learning, 1004-1012, 2013
562013
Point-based backup for decentralized POMPDs: Complexity and new algorithms
A Kumar, S Zilberstein
IFAAMAS 1, 1315, 2010
532010
Policy gradient with value function approximation for collective multiagent planning
DT Nguyen, A Kumar, HC Lau
Advances in neural information processing systems 30, 2017
462017
Collective multiagent sequential decision making under uncertainty
DT Nguyen, A Kumar, HC Lau
Thirty-First AAAI conference on artificial intelligence, 2017
432017
Probabilistic inference techniques for scalable multiagent decision making
A Kumar, S Zilberstein, M Toussaint
Journal of Artificial Intelligence Research 53, 223-270, 2015
432015
Message passing for collective graphical models
T Sun, D Sheldon, A Kumar
International Conference on Machine Learning, 853-861, 2015
372015
Optimization approaches for solving chance constrained stochastic orienteering problems
P Varakantham, A Kumar
International conference on algorithmic decision theory, 387-398, 2013
372013
Tournament versus fitness uniform selection
S Legg, M Hutter, A Kumar
Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No …, 2004
362004
Event-detecting multi-agent MDPs: Complexity and constant-factor approximation
A Kumar, S Zilberstein
332009
Lagrangian relaxation techniques for scalable spatial conservation planning
A Kumar, X Wu, S Zilberstein
Twenty-sixth AAAI Conference on Artificial Intelligence, 2012
292012
Dynamic programming approximations for partially observable stochastic games
A Kumar, S Zilberstein
AAAI Press, 2009
272009
Collective diffusion over networks: Models and inference
A Kumar, D Sheldon, B Srivastava
arXiv preprint arXiv:1309.6841, 2013
252013
H-DPOP: Using Hard Constraints for Search Space Pruning in DCOP.
A Kumar, A Petcu, B Faltings
AAAI, 325-330, 2008
252008
Robust influence maximization
M Lowalekar, P Varakantham, A Kumar
IFAAMAS, 2016
242016
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학술자료 1–20