Akshat Kumar

	2012
17		Akshat Kumar, Shlomo Zilberstein: Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation CoRR abs/1202.3739: (2012)
16		Akshat Kumar, Shlomo Zilberstein: Anytime Planning for Decentralized POMDPs using Expectation Maximization CoRR abs/1203.3490: (2012)
15		Akshat Kumar, Shlomo Zilberstein, Marc Toussaint: Message-Passing Algorithms for MAP Estimation Using DC Programming. Journal of Machine Learning Research - Proceedings Track 22: 656-664 (2012)
	2011
14		Akshat Kumar, Shlomo Zilberstein: Message-passing algorithms for large structured decentralized POMDPs. AAMAS 2011: 1087-1088
13		XiaoJian Wu, Akshat Kumar, Shlomo Zilberstein: Influence Diagrams with Memory States: Representation and Algorithms. ADT 2011: 306-319
12		Akshat Kumar, Shlomo Zilberstein, Marc Toussaint: Scalable Multiagent Planning Using Probabilistic Inference. IJCAI 2011: 2140-2146
11		Akshat Kumar, Shlomo Zilberstein: Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation. UAI 2011: 428-435
	2010
10		Akshat Kumar, Shlomo Zilberstein: Point-based backup for decentralized POMDPs: complexity and new algorithms. AAMAS 2010: 1315-1322
9		Akshat Kumar, Shlomo Zilberstein: MAP Estimation for Graphical Models by Likelihood Maximization. NIPS 2010: 1180-1188
8		Akshat Kumar, Shlomo Zilberstein: Anytime Planning for Decentralized POMDPs using Expectation Maximization. UAI 2010: 294-301
	2009
7		Akshat Kumar, Shlomo Zilberstein: Constraint-based dynamic programming for decentralized POMDPs with structured interactions. AAMAS (1) 2009: 561-568
6		Akshat Kumar, Boi Faltings, Adrian Petcu: Distributed constraint optimization with structured resource constraints. AAMAS (2) 2009: 923-930
5		Akshat Kumar, Shlomo Zilberstein: Dynamic Programming Approximations for Partially Observable Stochastic Games. FLAIRS Conference 2009
4		Akshat Kumar, Shlomo Zilberstein: Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximations. IJCAI 2009: 201-207
	2008
3		Akshat Kumar, Adrian Petcu, Boi Faltings: H-DPOP: Using Hard Constraints for Search Space Pruning in DCOP. AAAI 2008: 325-330
	2007
2		Akshat Kumar, Shivashankar B. Nair: An Artificial Immune System Based Approach for English Grammar Checking. ICARIS 2007: 348-357
	2004
1		Shane Legg, Marcus Hutter, Akshat Kumar: Tournament versus Fitness Uniform Selection CoRR cs.LG/0403038: (2004)

Coauthor Index

1	Boi Faltings	[3] [6]
2	Marcus Hutter	[1]
3	Shane Legg	[1]
4	Shivashankar B. Nair	[2]
5	Adrian Petcu	[3] [6]
6	Marc Toussaint	[12] [15]
7	XiaoJian Wu	[13]
8	Shlomo Zilberstein	[4] [5] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17]

Colors in the list of coauthors

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