Pradeep Varakantham
机构: Professor of Computer Science, Lee Kuan Yew Fellow, Director of CARE.AI lab, School of Computing and
主页: mysmu.edu.sg
每年引用次数
引用次数
引用: 4,247
H-指数: 36
I10-指数 : 78
出版物: 231
Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies
Pradeep Varakantham , Janusz Marecki , Yuichi Yabu , Milind Tambe
adaptive agents and multi-agents systems 218
49
2007
Demonstration of teamwork in uncertain domains using hybrid BDI-POMDP systems
Tapana Gupta , Pradeep Varakantham , Timothy W. Rauenbusch , Milind Tambe
adaptive agents and multi-agents systems 264
1
2007
Incremental DCOP Search Algorithms for Solving Dynamic DCOP Problems
William Yeoh , Pradeep Varakantham , Xiaoxun Sun , Sven Koenig
web intelligence 2 257 -264
3
2015
Learning and Controlling Network Diffusion in Dependent Cascade Models
Jiali Du , Pradeep Varakantham , Akshat Kumar , Shih-Fen Cheng
web intelligence 2 336 -343
2015
Effect of Human Biases on Human-Agent Teams
Praveen Paruchuri , Pradeep Varakantham , Katia Sycara , Paul Scerri
web intelligence 2 327 -334
1
2010
Social Model Shaping for Solving Generic DEC-POMDPs
Pradeep Varakantham
2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology 2 180 -187
2011
Decision Support in Organizations: A Case for OrgPOMDPs
Pradeep Varakantham , Nathan Schurr , Alan Carlin , Christopher Amato
2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology 2 163 -170
2011
Lagrangian relaxation for large-scale multi-agent planning
Geoffrey J. Gordon , Pradeep Varakantham , William Yeoh , Hoong Chuin Lau
web intelligence 2 1227 -1228
11
2012
Optimization Approaches for Solving Chance Constrained Stochastic Orienteering Problems
Pradeep Varakantham , Akshat Kumar
Algorithmic Decision Theory 8176 387 -398
19
2013
Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks
Pradeep Varakantham , Na Fu , William Yeoh , Shih-Fen Cheng
Algorithmic Decision Theory 8176 375 -386
1
2013
A Decision Theoretic Approach to Data Leakage Prevention
Janusz Marecki , Mudhakar Srivatsa , Pradeep Varakantham
international conference on social computing 776 -784
12
2010
Towards Optimization of Building Energy and Occupant Comfort Using Multi-Agent Simulation
Laura Klein , Geoffrey Kavulya , FarrokhJazizadeh , Jun-young Kwak
28th International Symposium on Automation and Robotics in Construction 251 -256
30
2011
Introducing Communication in Dis-POMDPs with Locality of Interaction
Makoto Tasaki , Yuichi Yabu , Yuki Iwanari , Makoto Yokoo
web intelligence 2 169 -175
6
2008
Coordinating occupant behavior for building energy and comfort management using multi-agent systems
Laura Klein , Jun-young Kwak , Geoffrey Kavulya , Farrokh Jazizadeh
Automation in Construction 22 525 -536
237
2012
Online spatio-temporal matching in stochastic and dynamic domains
Meghna Lowalekar , Pradeep Varakantham , Patrick Jaillet
Artificial Intelligence 261 71 -112
25
2018
Winning back the CUP for distributed POMDPs: planning over continuous belief spaces
Pradeep Varakantham , Ranjit Nair , Milind Tambe , Makoto Yokoo
adaptive agents and multi-agents systems 289 -296
11
2006
Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments
Pradeep Varakantham , Akshat Kumar , Hoong Chuin Lau , William Yeoh
ACM Transactions on Intelligent Systems and Technology 9 ( 3) 24
4
2018
Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs)
Asrar Ahmed , Pradeep Varakantham , Meghna Lowalekar , Yossiri Adulyasak
Journal of Artificial Intelligence Research 59 229 -264
13
2017
Reports of the AAAI 2011 Fall Symposia
Sam Blisard , Ted Carmichael , Li Ding , Tim Finin
Ai Magazine 33 ( 1) 71 -78
2012