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• Sample Efficient Reinforcement Learning with REINFORCE

  Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen Boyd

  10887-10895

  2021-05-18

• Improved Consistency Regularization for GANs

  Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

  11033-11041

  2021-05-18

• Teaching to Learn: Sequential Teaching of Learners with Internal States

  Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski

  5939-5947

  2023-06-26

• Ethically Compliant Sequential Decision Making

  Justin Svegliato, Samer B. Nashed, Shlomo Zilberstein

  11657-11665

  2021-05-18

• Constrained Risk-Averse Markov Decision Processes

  Mohamadreza Ahmadi, Ugo Rosolia, Michel D. Ingham, Richard M. Murray, Aaron D. Ames

  11718-11725

  2021-05-18

• Successor Feature Sets: Generalizing Successor Representations Across Policies

  Kianté Brantley, Soroush Mehri, Geoff J. Gordon

  11774-11781

  2021-05-18

• Robust Finite-State Controllers for Uncertain POMDPs

  Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu

  11792-11800

  2021-05-18

• Bayesian Optimized Monte Carlo Planning

  John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer

  11880-11887

  2021-05-18

• Improved POMDP Tree Search Planning with Prioritized Action Branching

  John Mern, Anil Yildiz, Lawrence Bush, Tapan Mukerji, Mykel J. Kochenderfer

  11888-11894

  2021-05-18

• Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search

  Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George Atia

  12015-12023

  2021-05-18

• Bounding Causal Effects on Continuous Outcome

  Junzhe Zhang, Elias Bareinboim

  12207-12215

  2021-05-18

• Taming Continuous Posteriors for Latent Variational Dialogue Policies

  Marin Vlastelica, Patrick Ernst, Gyuri Szarvas

  13673-13681

  2023-06-26

• Analogy Training Multilingual Encoders

  Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulić, Anders Søgaard

  12884-12892

  2021-05-18

• Distribution Matching for Rationalization

  Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang

  13090-13097

  2021-05-18

• Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

  Yangming Li, Kaisheng Yao

  13306-13314

  2021-05-18

• Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

  Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha

  13516-13524

  2021-05-18

• ALP-KD: Attention-Based Layer Projection for Knowledge Distillation

  Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

  13657-13665

  2021-05-18

• Fact-Enhanced Synthetic News Generation

  Kai Shu, Yichuan Li, Kaize Ding, Huan Liu

  13825-13833

  2021-05-18

• Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention

  Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

  14138-14148

  2021-05-18

• Writing Polishment with Simile: Task, Dataset and A Neural Approach

  Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

  14383-14392

  2021-05-18

• Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning

  Yangyang Zhao, Zhenyu Wang, Zhenhua Huang

  14540-14548

  2021-05-18

• Networked Restless Bandits with Positive Externalities

  Christine Herlihy, John P. Dickerson

  11997-12004

  2023-06-26

• NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs

  Haoran Luo, Haihong E, Yuhao Yang, Gengxian Zhou, Yikai Guo, Tianyu Yao, Zichen Tang, Xueyuan Lin, Kaiyang Wan

  4543-4551

  2023-06-26

• EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (Student Abstract)

  Ayaan Haque

  15797-15798

  2021-05-18

• Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation

  Yuxuan Duan, Yan Hong, Li Niu, Liqing Zhang

  571-578

  2023-06-26