Akshat Kumar
机构: Associate Professor, School of Information Systems, Singapore Management
主页: mysmu.edu
每年引用次数
引用次数
引用: 1,916
H-指数: 24
I10-指数 : 46
出版物: 113
Parameter learning for latent network diffusion
Shlomo Zilberstein , Akshat Kumar , Daniel Sheldon , Xiaojian Wu
international joint conference on artificial intelligence 2923 -2930
9
2013
Near-optimal nonmyopic contact center planning using dual decomposition
Akshat Kumar , Pranav Gupta , Gyana Parija , Sudhanshu Singh
international conference on automated planning and scheduling 395 -403
2
2014
Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs
Shlomo Zilberstein , Akshat Kumar , William Yeoh
411
2013
Solving Risk-Sensitive Stochastic Orienteering Problems using Optimization and Local Search
Pradeep Reddy Varakantham , Akshat Kumar , William Yeoh , Hoong Chuin Lau
Informs Journal on Computing
2014
Lagrangian relaxation techniques for scalable spatial conservation planning
Shlomo Zilberstein , Akshat Kumar , Xiaojian Wu
national conference on artificial intelligence 309 -315
19
2012
Event-detecting multi-agent MDPs: complexity and constant-factor approximation
Shlomo Zilberstein , Akshat Kumar
international joint conference on artificial intelligence 201 -207
16
2009
Message-passing algorithms for large structured decentralized POMDPs
Shlomo Zilberstein , Akshat Kumar
adaptive agents and multi-agents systems 1087 -1088
3
2011
Constraint-based dynamic programming for decentralized POMDPs with structured interactions
Shlomo Zilberstein , Akshat Kumar
adaptive agents and multi agents systems 561 -568
44
2009
On understanding diffusion dynamics of patrons at a theme park
Pradeep Varakantham , Akshat Kumar , Jiali Du
adaptive agents and multi-agents systems 1501 -1502
5
2014
Distributed constraint optimization with structured resource constraints
Boi Faltings , Akshat Kumar , Adrian Petcu
adaptive agents and multi agents systems 2 923 -930
88
2009
Scalable multiagent planning using probabilistic inference
Shlomo Zilberstein , Akshat Kumar , Marc Toussaint
international joint conference on artificial intelligence 2140 -2146
51
2011
Message Passing for Collective Graphical Models
Akshat Kumar , Dan Sheldon , Dan Sheldon , Tao Sun
international conference on machine learning 853 -861
18
2015
MAP Estimation for Graphical Models by Likelihood Maximization
Akshat Kumar , Shlomo Zilberstein ,
neural information processing systems 23 1180 -1188
13
2010
Approximate Inference in Collective Graphical Models
Tom Dietterich , Akshat Kumar , Daniel Sheldon , Tao Sun
international conference on machine learning 28 ( 3) 1004 -1012
27
2013
Message Passing Algorithms for MAP Estimation Using DC Programming
Shlomo Zilberstein , Akshat Kumar , Marc Toussaint
international conference on artificial intelligence and statistics 22 656 -664
5
2012
Near-Optimal Decentralized Power Supply Restoration in Smart Grids
Pradeep Varakantham , Akshat Kumar , Pritee Agrawal
adaptive agents and multi-agents systems 1275 -1283
6
2015
Probabilistic inference based message-passing for resource constrained DCOPs
Pradeep Varakantham , Supriyo Ghosh , Akshat Kumar
international conference on artificial intelligence 411 -417
7
2015
Approximate inference using DC programming for collective graphical models
Thien Nguyen , Akshat Kumar , Hoong Chuin Lau , Daniel Sheldon
international conference on artificial intelligence and statistics 51 685 -693
4
2016
History-based controller design and optimization for partially observable MDPs
Shlomo Zilberstein , Akshat Kumar
international conference on automated planning and scheduling 156 -164
6
2015
Dual formulations for optimizing Dec-POMDP controllers
Shlomo Zilberstein , Hala Mostafa , Akshat Kumar
international conference on automated planning and scheduling 202 -210
8
2016