Articles with public access mandates - Satinder SinghLearn more
Available somewhere: 41
Action-conditional video prediction using deep networks in atari games
J Oh, X Guo, H Lee, RL Lewis, S Singh
Advances in neural information processing systems 28, 2015
Mandates: National Research Foundation, South Africa
Value prediction network
J Oh, S Singh, H Lee
Advances in neural information processing systems 30, 2017
Mandates: US National Science Foundation
Control of memory, active perception, and action in minecraft
J Oh, V Chockalingam, S Singh, H Lee
International Conference on Machine Learning, 2790-2799, 2016
Mandates: US National Science Foundation
Self-imitation learning
J Oh, Y Guo, S Singh, H Lee
International conference on machine learning, 3878-3887, 2018
Mandates: US National Science Foundation
Zero-shot task generalization with multi-task deep reinforcement learning
J Oh, S Singh, H Lee, P Kohli
International Conference on Machine Learning, 2661-2670, 2017
Mandates: US National Science Foundation
On learning intrinsic rewards for policy gradient methods
Z Zheng, J Oh, S Singh
Advances in Neural Information Processing Systems 31, 2018
Mandates: US National Science Foundation, US Department of Defense
Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech
ZN Karam, EM Provost, S Singh, J Montgomery, C Archer, G Harrington, ...
2014 IEEE international conference on acoustics, speech and signal …, 2014
Mandates: US National Institutes of Health
Sample complexity of reinforcement learning using linearly combined model ensembles
A Modi, N Jiang, A Tewari, S Singh
International Conference on Artificial Intelligence and Statistics, 2010-2020, 2020
Mandates: US National Science Foundation
Repeated inverse reinforcement learning
K Amin, N Jiang, S Singh
Advances in neural information processing systems 30, 2017
Mandates: US National Science Foundation
Discovery of useful questions as auxiliary tasks
V Veeriah, M Hessel, Z Xu, J Rajendran, RL Lewis, J Oh, HP van Hasselt, ...
Advances in Neural Information Processing Systems 32, 2019
Mandates: US National Science Foundation
On the expressivity of markov reward
D Abel, W Dabney, A Harutyunyan, MK Ho, M Littman, D Precup, S Singh
Advances in Neural Information Processing Systems 34, 7799-7812, 2021
Mandates: US National Science Foundation, US Department of Defense
Understanding and predicting empathic behavior in counseling therapy
V Pérez-Rosas, R Mihalcea, K Resnicow, S Singh, L An
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
Mandates: US National Science Foundation
Markov decision processes with continuous side information
A Modi, N Jiang, S Singh, A Tewari
Algorithmic Learning Theory, 597-618, 2018
Mandates: US National Science Foundation
Predicting counselor behaviors in motivational interviewing encounters
V Pérez-Rosas, R Mihalcea, K Resnicow, S Singh, L An, KJ Goggin, ...
Proceedings of the 15th Conference of the European Chapter of the …, 2017
Mandates: US National Science Foundation
Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes.
S Zhang, EH Durfee, S Singh
IJCAI, 4867-4873, 2018
Mandates: US Department of Defense
Building a motivational interviewing dataset
V Pérez-Rosas, R Mihalcea, K Resnicow, S Singh, L An
Proceedings of the Third Workshop on Computational Linguistics and Clinical …, 2016
Mandates: US National Science Foundation
The potential impact of intelligent systems for mobile health self-management support: Monte Carlo simulations of text message support for medication adherence
JD Piette, KB Farris, S Newman, L An, J Sussman, S Singh
Annals of Behavioral Medicine 49 (1), 84-94, 2015
Mandates: US National Institutes of Health
Discovery of options via meta-learned subgoals
V Veeriah, T Zahavy, M Hessel, Z Xu, J Oh, I Kemaev, HP van Hasselt, ...
Advances in Neural Information Processing Systems 34, 29861-29873, 2021
Mandates: US Department of Defense
Patient-centered pain care using artificial intelligence and mobile health tools: protocol for a randomized study funded by the US Department of Veterans Affairs Health …
JD Piette, SL Krein, D Striplin, N Marinec, RD Kerns, KB Farris, S Singh, ...
JMIR research protocols 5 (2), e4995, 2016
Mandates: US National Institutes of Health, US Department of Veterans Affairs
Proper value equivalence
C Grimm, A Barreto, G Farquhar, D Silver, S Singh
Advances in Neural Information Processing Systems 34, 7773-7786, 2021
Mandates: US Department of Defense
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