About
Careers
Français
Filter by Research Area

Publications

Filter by Research Area
Private Q-Learning with Functional Noise in Continuous Spaces
The Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM), 2019
Authors: B. Wang , N. Hegde
Abstract Paper BibTeX Blog
Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition
The Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM), 2019
Authors: C. Gao, P. Hernandez-Leal , B. Kartal , M. Taylor
Abstract Paper BibTeX Blog
Learning a Deep ConvNet for Multi-label Classification with Partial Labels
Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Authors: T. Durand , N. Mehrasa , G. Mori
Abstract Paper
A Variational Auto-Encoder Model for Stochastic Point Process
Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Authors: N. Mehrasa , A. Jyothi , T. Durand , J. He , Prof. L. Sigal , G. Mori
Abstract Paper
On the Sensitivity of Adversarial Robustness to Input Data Distributions
International Conference on Learning Representations (ICLR), 2019
Authors: G. Weiguang Ding , K. Lui , T. Jin, L. Wang, R. Huang
Abstract Paper
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
Neural Information Processing Systems (NeurIPS), 2018
Authors: K. Lui , G. W. Ding , R. Huang , R.J. McCann
Abstract Paper BibTeX Blog
Improving Reinforcement Learning with Human Input
International Joint Conference on Artificial Intelligence (IJCAI), 2018
Authors: M. E. Taylor
Abstract Paper BibTeX Blog
Adversarial Contrastive Estimation
Association for Computational Linguistics (ACL - Long Paper), 2018
Authors: *A. J. Bose, *H. Ling, *Y. Cao
* Denotes equal contribution
Abstract Paper BibTeX Blog
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
International Conference on Learning Representations (ICLR), 2018
Authors: Y. Cao , G. W. Ding , K. Lui , R. Huang
Abstract Paper BibTeX Blog
Min-Max Propagation
Neural Information Processing Systems (NIPS), 2017
Authors: C. Srinivasa , I. Givoni, S. Ravanbahksh, B. J. Frey
Abstract Paper BibTeX
Safer Deep RL with Shallow MCTS: A Case Study in Pommerman
Workshop on Adaptive Learning Agents (AAMAS), 2019
Authors: B. Kartal , P. Hernandez-Leal , C. Gao, M. Taylor
Abstract Paper Blog