Ishan Durugkar - Concepedia

Author

Ishan Durugkar

University of Massachusetts Amherst

Also Known As

Durugkar, Ishan, Durugkar, Ishan P., Ishan Durugkar, Ishan P. Durugkar

Publications

704

Citations

H-Index

Concepts

All Affiliations

University of Massachusetts Amherst The University of Texas at Austin Carnegie Mellon University

About

Ishan Durugkar is an author at University of Massachusetts Amherst specializing in engineering, artificial intelligence, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	658
2	Computer Science	5	5	517
3	Social Sciences	3	3	545
4	Management	2	2	42
5	Cognitive Science	1	1	130

Ishan Durugkar

Publications

669

Citations

H-Index

Page 1

	Year	Citations
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningModel-based ReasoningIntelligent Systems	2017	356
Cohort Intelligence: A Self Supervised Learning Behavior Anand J. Kulkarni, Ishan Durugkar, Mrinal Kumar Artificial IntelligenceEngineeringMachine LearningSwarm DynamicIntelligent Systems	2013	130
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning. Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, arXiv (Cornell University) Artificial IntelligenceEngineeringKnowledge-based ReasoningSocial SciencesLanguage Processing	2017	59
Generative Multi-Adversarial Networks Ishan Durugkar, Ian Gemp, Sridhar Mahadevan arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network	2016	56
Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringDigital MarketingDecision AnalysisPolicy AnalysisDecision Analytics	2017	31
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch Siddharth Desai, Ishan Durugkar, Haresh Karnan, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsObservation Approach	2020	15
Deep Reinforcement Learning With Macro-Actions Ishan Durugkar, Clemens Rosenbaum, Stefan Dernbach, arXiv (Cornell University)	2016	11
Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning Ishan Durugkar, Elad Liebman, Peter Stone Artificial IntelligenceIndividual PreferencesDistributed Decision MakingCooperative TaskEngineering	2020	11

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