Generative Multi-Adversarial Networks

Ian Gemp , Sridhar Mahadevan , Ishan P. Durugkar
international conference on learning representations

355
2016
Cohort Intelligence: A Self Supervised Learning Behavior

Anand J Kulkarni , Ishan P Durugkar , Mrinal Kumar ,
systems, man and cybernetics 1396 -1400

106
2013
Deep reinforcement learning with macro-actions

Ishan P Durugkar , Clemens Rosenbaum , Stefan Dernbach , Sridhar Mahadevan
arXiv preprint arXiv:1606.04615

27
2016
Cohort Intelligence: A Self Supervised Learning Behavior

Anand J Kulkarni , Ishan P Durugkar , Mrinal Kumar ,
systems, man and cybernetics 1396 -1400

106
2013
Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing.

Mohammad Ghavamzadeh , Emma Brunskill , Georgios Theocharous , Ishan Durugkar
national conference on artificial intelligence 4740 -4745

14
2017
Adversarial Goal Generation for Intrinsic Motivation.

Peter Stone , Ishan Durugkar
national conference on artificial intelligence 8073 -8074

1
2018
Multi-Preference Actor Critic.

Patrick MacAlpine , Matthew J. Hausknecht , Adith Swaminathan , Ishan Durugkar
arXiv: Learning

1
2019
2018
Reducing Sampling Error in Batch Temporal Difference Learning

Peter Stone , Ishan Durugkar , Josiah Hanna , Brahma Pavse
international conference on machine learning 1 7543 -7552

11
2020
An Imitation from Observation Approach to Sim-to-Real Transfer.

Siddharth Desai , Ishan Durugkar , Haresh Karnan , Garrett Warnell
arXiv: Artificial Intelligence

1
2020
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch

Garrett Warnell , Peter Stone , Ishan Durugkar , Josiah Hanna
arXiv: Artificial Intelligence

22
2020
Adversarial Intrinsic Motivation for Reinforcement Learning.

Scott Niekum , Peter Stone , Ishan Durugkar , Mauricio Tec
arXiv: Learning

8
2021
Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning

Ishan Durugkar , Elad Liebman , Peter Stone
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 3 2505 -2511

10
2020
Unmixing in the presence of nuisances with deep generative models

Mario Parente , Ian Gemp , Ishan Durugkar
international geoscience and remote sensing symposium 5189 -5192

1
2017
REASONING OVER PATHS IN KNOWLEDGE BASES USING REINFORCEMENT LEARNING

Rajarshi Das , Shehzaad Dhuliawala , Manzil Zaheer , Luke Vilnis
arXiv preprint arXiv:1711.05851

2017
Wasserstein distance maximizing intrinsic control

Ishan Durugkar , Steven Hansen , Stephen Spencer , Volodymyr Mnih
arXiv preprint arXiv:2110.15331

2021
Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning

Rajarshi Das , Shehzaad Dhuliawala , Manzil Zaheer , Luke Vilnis
arXiv preprint arXiv:1711.05851

561
2017
ABC: Adversarial behavioral cloning for offline mode-seeking imitation learning

Eddy Hudson , Ishan Durugkar , Garrett Warnell , Peter Stone
Neural Information Processing Systems Workshop on Offline RL

2
2022
TD learning with constrained gradients

Ishan Durugkar , Peter Stone

14
2018
Towards a real-time, low-resource, end-to-end object detection pipeline for robot soccer

Sai Kiran Narayanaswami , Mauricio Tec , Ishan Durugkar , Siddharth Desai
Springer International Publishing 62 -74

5
2022