Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning R Das, S Dhuliawala, M Zaheer, L Vilnis, I Durugkar, A Krishnamurthy, ...
arXiv preprint arXiv:1711.05851, 2017
682 2017 Generative Multi-Adversarial Networks I Durugkar, I Gemp, S Mahadevan
International Conference on Learning Representations, 2017, 2017
480 2017 Cohort intelligence: a self supervised learning behavior AJ Kulkarni, IP Durugkar, M Kumar
2013 IEEE international conference on systems, man, and cybernetics, 1396-1400, 2013
141 2013 Predictive off-policy policy evaluation for nonstationary decision problems, with applications to digital marketing P Thomas, G Theocharous, M Ghavamzadeh, I Durugkar, E Brunskill
Proceedings of the AAAI Conference on Artificial Intelligence 31 (2), 4740-4745, 2017
67 2017 An imitation from observation approach to transfer learning with dynamics mismatch S Desai, I Durugkar, H Karnan, G Warnell, J Hanna, P Stone
Advances in Neural Information Processing Systems 33, 3917-3929, 2020
63 2020 Adversarial intrinsic motivation for reinforcement learning I Durugkar, M Tec, S Niekum, P Stone
Advances in Neural Information Processing Systems 34, 8622-8636, 2021
44 2021 Deep reinforcement learning with macro-actions IP Durugkar, C Rosenbaum, S Dernbach, S Mahadevan
arXiv preprint arXiv:1606.04615, 2016
31 2016 Balancing individual preferences and shared objectives in multiagent reinforcement learning I Durugkar, E Liebman, P Stone
International Joint Conference on Artificial Intelligence, 2020
25 2020 Reducing sampling error in batch temporal difference learning B Pavse, I Durugkar, J Hanna, P Stone
International Conference on Machine Learning, 7543-7552, 2020
16 2020 TD learning with constrained gradients I Durugkar, P Stone
15 2018 f-policy gradients: A general framework for goal-conditioned rl using f-divergences S Agarwal, I Durugkar, P Stone, A Zhang
Advances in Neural Information Processing Systems 36, 12100-12123, 2023
7 2023 Towards a real-time, low-resource, end-to-end object detection pipeline for robot soccer SK Narayanaswami, M Tec, I Durugkar, S Desai, B Masetty, S Narvekar, ...
Robot World Cup, 62-74, 2022
7 2022 Wasserstein distance maximizing intrinsic control I Durugkar, S Hansen, S Spencer, V Mnih
arXiv preprint arXiv:2110.15331, 2021
4 2021 Unmixing in the presence of nuisances with deep generative models M Parente, I Gemp, I Durugkar
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
3 2017 N-agent ad hoc teamwork C Wang, MA Rahman, I Durugkar, E Liebman, P Stone
Advances in Neural Information Processing Systems 37, 111832-111862, 2024
2 2024 Estimation and control of visitation distributions for reinforcement learning I Durugkar
2 2023 Abc: Adversarial behavioral cloning for offline mode-seeking imitation learning E Hudson, I Durugkar, G Warnell, P Stone
arXiv preprint arXiv:2211.04005, 2022
2 2022 DM C Wang
2 2022 An imitation from observation approach to sim-to-real transfer S Desai, I Durugkar, H Karnan, G Warnell, J Hanna, P Stone, AI Sony
2nd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics. RSS, 2020
2 2020 Multi-preference actor critic I Durugkar, M Hausknecht, A Swaminathan, P MacAlpine
arXiv preprint arXiv:1904.03295, 2019
2 2019 Peter StoneProfessor of Computer Science, The University of Texas at AustinZweryfikowany adres z cs.utexas.edu
Sridhar MahadevanDirector, Adobe Research & Professor, University of Massachusetts, AmherstZweryfikowany adres z cs.umass.edu
Ian GempGoogle DeepMindZweryfikowany adres z google.com
Rajarshi DasAWS AI LabsZweryfikowany adres z cs.washington.edu
Luke VilnisResearch Scientist, Google DeepMindZweryfikowany adres z google.com
Shehzaad DhuliawalaETH ZurichZweryfikowany adres z inf.ethz.ch
Akshay KrishnamurthyUniversity of Massachusetts AmherstZweryfikowany adres z cs.umass.eduAndrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstZweryfikowany adres z cs.umass.edu
Alex SmolaBoson AIZweryfikowany adres z smola.org
Josiah P. HannaAssistant Professor, University of Wisconsin--MadisonZweryfikowany adres z cs.wisc.edu
Garrett WarnellResearch Scientist, Army Research LaboratoryZweryfikowany adres z army.mil
Mauricio TecHarvard UniversityZweryfikowany adres z g.harvard.edu
Elad LiebmanApplied Scientist, Amazon & Assistant Prof. of Instruction, UT AustinZweryfikowany adres z cs.utexas.edu
Haresh KarnanPh.D., The University of Texas at AustinZweryfikowany adres z utexas.edu
Dr Anand J KulkarniProfessor & Associate Director, Institute of Artificial Intelligence, MITWPU, Pune, IndiaZweryfikowany adres z ntu.edu.sg
Philip ThomasUniversity of Massachusetts AmherstZweryfikowany adres z cs.umass.edu
Scott NiekumAssociate Professor, University of Massachusetts AmherstZweryfikowany adres z cs.umass.edu