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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
Abstract Paper BibTeX
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
Abstract Paper BibTeX
On the Effectiveness of Low Frequency Perturbations
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Authors: Y. Sharma, G. W. Ding , M. Brubaker
Abstract Paper BibTeX
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
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
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 Blog
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