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Publications of "Akshat Kumar" ( http://dblp.L3S.de/Authors/Akshat_Kumar )

  Author page on DBLP  Author page in RDF  Community of Akshat Kumar in ASPL-2

Publication years (Num. hits)
2004-2011 (15) 2012-2015 (20) 2016-2017 (15) 2018-2019 (14)
Publication types (Num. hits)
article(9) inproceedings(55)
Venues (Conferences, Journals, ...)
AAAI(12) AAMAS(9) CoRR(7) IJCAI(7) ICAPS(4) UAI(3) ADT(2) AISTATS(2) NIPS(2) AAAI Workshops(1) AAMAS (1)(1) AAMAS (2)(1) AAMAS Workshops (Visionary Pap...(1) ACM TIST(1) AIR(1) CASE(1) More (+10 of total 25)
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Results
Found 65 publication records. Showing 64 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau Multiagent Decision Making For Maritime Traffic Management. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Tarun Gupta 0002, Akshat Kumar, Praveen Paruchuri Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Abhinav Bhatia, Pradeep Varakantham, Akshat Kumar Resource Constrained Deep Reinforcement Learning. Search on Bibsonomy ICAPS The full citation details ... 2019 DBLP  BibTeX  RDF
1Akshat Kumar Multiagent Decision Making and Learning in Urban Environments. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Saumya Bhatnagar, Akshat Kumar, Hoong Chuin Lau Decision Making for Improving Maritime Traffic Safety Using Constraint Programming. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Arambam James Singh, Akshat Kumar Graph Based Optimization for Multiagent Cooperation. Search on Bibsonomy AAMAS The full citation details ... 2019 DBLP  BibTeX  RDF
1Pradeep Varakantham, Akshat Kumar, Hoong Chuin Lau, William Yeoh 0001 Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments. Search on Bibsonomy ACM TIST The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau Policy Gradient With Value Function Approximation For Collective Multiagent Planning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Abhinav Bhatia, Pradeep Varakantham, Akshat Kumar Resource Constrained Deep Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tarun Gupta 0002, Akshat Kumar, Praveen Paruchuri Planning and Learning for Decentralized MDPs with Event Driven Rewards. Search on Bibsonomy AAAI Workshops The full citation details ... 2018 DBLP  BibTeX  RDF
1Lucas Agussurja, Akshat Kumar, Hoong Chuin Lau Resource-Constrained Scheduling for Maritime Traffic Management. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Kyle Hollins Wray, Akshat Kumar, Shlomo Zilberstein Integrated Cooperation and Competition in Multi-Agent Decision-Making. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Tarun Gupta 0002, Akshat Kumar, Praveen Paruchuri Planning and Learning for Decentralized MDPs With Event Driven Rewards. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau Credit Assignment For Collective Multiagent RL With Global Rewards. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau Collective Multiagent Sequential Decision Making Under Uncertainty. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1XiaoJian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein Robust Optimization for Tree-Structured Stochastic Network Design. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar Decentralized Planning in Stochastic Environments with Submodular Rewards. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau Policy Gradient With Value Function Approximation For Collective Multiagent Planning. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Teck-Hou Teng, Hoong Chuin Lau, Akshat Kumar Coordinating Vessel Traffic to Improve Safety and Efficiency. Search on Bibsonomy AAMAS The full citation details ... 2017 DBLP  BibTeX  RDF
1Arambam James Singh, Akshat Kumar Multiagent Coordination Using Graph Structured Mathematical Optimization. Search on Bibsonomy AAMAS The full citation details ... 2017 DBLP  BibTeX  RDF
1Teck-Hou Teng, Hoong Chuin Lau, Akshat Kumar A Multi-Agent System for Coordinating Vessel Traffic. Search on Bibsonomy AAMAS The full citation details ... 2017 DBLP  BibTeX  RDF
1XiaoJian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein Robust Optimization for Tree-Structured Stochastic Network Design. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Prakhar Mishra, Ratika Garg, Akshat Kumar, Arpan Gupta, Praveen Kumar Song year prediction using Apache Spark. Search on Bibsonomy ICACCI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon Robust Decision Making for Stochastic Network Design. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Akshat Kumar Shortest Path Based Decision Making Using Probabilistic Inference. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Akshat Kumar, Hala Mostafa, Shlomo Zilberstein Dual Formulations for Optimizing Dec-POMDP Controllers. Search on Bibsonomy ICAPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau, Daniel Sheldon Approximate Inference Using DC Programming For Collective Graphical Models. Search on Bibsonomy AISTATS The full citation details ... 2016 DBLP  BibTeX  RDF
1Meghna Lowalekar, Pradeep Varakantham, Akshat Kumar Robust Influence Maximization: (Extended Abstract). Search on Bibsonomy AAMAS The full citation details ... 2016 DBLP  BibTeX  RDF
1Hala Mostafa, Akshat Kumar, Hoong Chuin Lau Simultaneous Optimization and Sampling of Agent Trajectories over a Network. Search on Bibsonomy AAMAS Workshops (Visionary Papers) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein, Marc Toussaint Probabilistic Inference Techniques for Scalable Multiagent Decision Making. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Duc Thien Nguyen, Hoong Chuin Lau, Akshat Kumar Decomposition techniques for urban consolidation problems. Search on Bibsonomy CASE The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jiali Du, Pradeep Varakantham, Akshat Kumar, Shih-Fen Cheng Learning and Controlling Network Diffusion in Dependent Cascade Models. Search on Bibsonomy WI-IAT (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein History-Based Controller Design and Optimization for Partially Observable MDPs. Search on Bibsonomy ICAPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Tao Sun, Daniel Sheldon, Akshat Kumar Message Passing for Collective Graphical Models. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Supriyo Ghosh, Akshat Kumar, Pradeep Varakantham Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs. Search on Bibsonomy IJCAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Pritee Agrawal, Akshat Kumar, Pradeep Varakantham Near-Optimal Decentralized Power Supply Restoration in Smart Grids. Search on Bibsonomy AAMAS The full citation details ... 2015 DBLP  BibTeX  RDF
1Akshat Kumar, Sudhanshu Shekhar Singh, Pranav Gupta, Gyana R. Parija Near-Optimal Nonmyopic Contact Center Planning Using Dual Decomposition. Search on Bibsonomy ICAPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Jiali Du, Akshat Kumar, Pradeep Varakantham On understanding diffusion dynamics of patrons at a theme park. Search on Bibsonomy AAMAS The full citation details ... 2014 DBLP  BibTeX  RDF
1Akshat Kumar, Daniel Sheldon, Biplav Srivastava Collective Diffusion Over Networks: Models and Inference. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Akshat Kumar, Daniel Sheldon, Biplav Srivastava Collective Diffusion Over Networks: Models and Inference. Search on Bibsonomy UAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Mohan Santhakumar, Gaurav Parchani, Akshat Kumar, Shanmukh Santosh Observer: Assisted Adaptive Tracking Control of an Underactuated Autonomous Underwater Vehicle. Search on Bibsonomy AIR The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Pradeep Varakantham, Akshat Kumar Optimization Approaches for Solving Chance Constrained Stochastic Orienteering Problems. Search on Bibsonomy ADT The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Daniel Sheldon, Tao Sun, Akshat Kumar, Thomas G. Dietterich Approximate Inference in Collective Graphical Models. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1William Yeoh 0001, Akshat Kumar, Shlomo Zilberstein Automated Generation of Interaction Graphs for Value-Factored Dec-POMDPs. Search on Bibsonomy IJCAI The full citation details ... 2013 DBLP  BibTeX  RDF
1XiaoJian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein Parameter Learning for Latent Network Diffusion. Search on Bibsonomy IJCAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein, Marc Toussaint Message-Passing Algorithms for MAP Estimation Using DC Programming. Search on Bibsonomy AISTATS The full citation details ... 2012 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Anytime Planning for Decentralized POMDPs using Expectation Maximization Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Akshat Kumar, XiaoJian Wu, Shlomo Zilberstein Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning. Search on Bibsonomy AAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1XiaoJian Wu, Akshat Kumar, Shlomo Zilberstein Influence Diagrams with Memory States: Representation and Algorithms. Search on Bibsonomy ADT The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein, Marc Toussaint Scalable Multiagent Planning Using Probabilistic Inference. Search on Bibsonomy IJCAI The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Message-passing algorithms for large structured decentralized POMDPs. Search on Bibsonomy AAMAS The full citation details ... 2011 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Anytime Planning for Decentralized POMDPs using Expectation Maximization. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein MAP Estimation for Graphical Models by Likelihood Maximization. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Point-based backup for decentralized POMDPs: complexity and new algorithms. Search on Bibsonomy AAMAS The full citation details ... 2010 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximations. Search on Bibsonomy IJCAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Dynamic Programming Approximations for Partially Observable Stochastic Games. Search on Bibsonomy FLAIRS Conference The full citation details ... 2009 DBLP  BibTeX  RDF
1Akshat Kumar, Shlomo Zilberstein Constraint-based dynamic programming for decentralized POMDPs with structured interactions. Search on Bibsonomy AAMAS (1) The full citation details ... 2009 DBLP  BibTeX  RDF DEC-POMDPs, multiagent planning
1Akshat Kumar, Boi Faltings, Adrian Petcu Distributed constraint optimization with structured resource constraints. Search on Bibsonomy AAMAS (2) The full citation details ... 2009 DBLP  BibTeX  RDF power restoration, distributed constraint optimization
1Akshat Kumar, Adrian Petcu, Boi Faltings H-DPOP: Using Hard Constraints for Search Space Pruning in DCOP. Search on Bibsonomy AAAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Akshat Kumar, Shivashankar B. Nair An Artificial Immune System Based Approach for English Grammar Checking. Search on Bibsonomy ICARIS The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Shane Legg, Marcus Hutter, Akshat Kumar Tournament versus Fitness Uniform Selection Search on Bibsonomy CoRR The full citation details ... 2004 DBLP  BibTeX  RDF
1Shane Legg, Marcus Hutter, Akshat Kumar Tournament versus fitness uniform selection. Search on Bibsonomy IEEE Congress on Evolutionary Computation The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
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