Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Authors: K. Young, B. Wang, M. E. Taylor
A Cross-Domain Transferable Neural Coherence Model
Association for Computational Linguistics (ACL), 2019
Authors: P. Xu , H. Saghir, J. Kang , L. Long , A. J. Bose, Y. Cao , J. Cheung
Uniform Stability and High Order Approximation of SGLD in Non-Convex Learning
Workshop on Understanding and Improving Generalization in Deep Learning (ICML), 2019
Authors: *M. Gazeau, *M. Li
* Denotes equal contribution
On the Effectiveness of Low Frequency Perturbations
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Authors: Y. Sharma, G. W. Ding , M. A. Brubaker
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
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
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
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
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