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Adversarial Learning
Computer Vision
Data Visualization
Deep Learning
Differential Privacy
Energy and Computation
Generalization
Generative Adversarial Networks
Natural Language Processing
Optimization in Machine Learning
Reinforcement Learning
Unsupervised Learning
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Authors:
F. L. Da Silva
,
P. Hernandez-Leal
,
B. Kartal
,
M. E. Taylor
Abstract
Paper
BibTeX
Diachronic Embedding for Temporal Knowledge Graph Completion
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Authors:
R. Goel
,
S. M. Kazemi
,
M. A. Brubaker
,
P. Poupart
Abstract
Paper
BibTeX
A Survey and Critique of Multiagent Deep Reinforcement Learning
Journal of Autonomous Agents and Multiagent Systems (JAAMAS), 2019
Authors:
P. Hernandez-Leal
,
B. Kartal
,
M. Taylor
Abstract
Paper
BibTeX
Towers of Saliency: A Reinforcement Learning Visualization Using Immersive Environments
ACM Interactive Surfaces and Spaces (ISS), 2019
Authors:
N. Douglas
,
D. Yim
,
B. Kartal
,
P. Hernandez-Leal
,
M. E. Taylor
,
F. Maurer
Abstract
BibTeX
Maximum Entropy Monte-Carlo Planning
Neural Information Processing Systems (NeurIPS), 2019
Authors:
C. Xiao
,
R. Huang
,
J. Mei
,
D. Schuurmans
,
M. Müller
Abstract
Paper
BibTeX
Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces
Neural Information Processing Systems (NeurIPS), 2019
Authors:
B. Wang
,
N. Hegde
Abstract
Paper
BibTeX
Blog
Noise Flow: Noise Modeling with Conditional Normalizing Flows
International Conference on Computer Vision (ICCV), 2019
Authors:
A. Abdelhamed
,
M. A. Brubaker
,
M. S. Brown
Abstract
Paper
BibTeX
LayoutVAE: Stochastic Scene Layout Generation from a Label Set
International Conference on Computer Vision (ICCV), 2019
Authors:
A. A. Jyothi
,
T. Durand
,
J. He
,
L. Sigal
,
G. Mori
Abstract
Paper
BibTeX
Similarity-Preserving Knowledge Distillation
International Conference on Computer Vision (ICCV), 2019
Authors:
F. Tung
,
G. Mori
Abstract
Paper
BibTeX
Lifelong GAN: Continual Learning for Conditional Image Generation
International Conference on Computer Vision (ICCV), 2019
Authors:
*M. Zhai
,
*L. Chen
,
F. Tung
,
J. He
,
M. Nawhal
,
G. Mori
* Denotes equal contribution
Abstract
Paper
BibTeX
On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors:
C. Gao
,
B. Kartal
,
P. Hernandez-Leal
,
M. E. Taylor
Abstract
Paper
BibTeX
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