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  1. NeurIPS 2019
  2. Posters:
  3. Tuesday #1:
  4. 10:45 am - 12:45 pm
  5. [A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=13695)
  6. East Exhibition Hall B + C #192
  7.  
  8. Francisco Garcia · Philip Thomas
  9. [A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment](https://neurips.cc/Conferences/2019/Schedule?showEvent=13864)
  10. East Exhibition Hall B + C #200
  11.  
  12. Felix Leibfried · Sergio Pascual-Díaz · Jordi Grau-Moya
  13. [Generalized Off-Policy Actor-Critic](https://neurips.cc/Conferences/2019/Schedule?showEvent=13404)
  14. East Exhibition Hall B + C #188
  15.  
  16. Shangtong Zhang · Wendelin Boehmer · Shimon Whiteson
  17. [Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints](https://neurips.cc/Conferences/2019/Schedule?showEvent=13573)
  18. East Exhibition Hall B + C #189
  19.  
  20. Sebastian Tschiatschek · Ahana Ghosh · Luis Haug · Rati Devidze · Adish Singla
  21. [Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs](https://neurips.cc/Conferences/2019/Schedule?showEvent=13792)
  22. East Exhibition Hall B+C
  23.  
  24. Denis Mazur · Vage Egiazarian · Stanislav Morozov · Artem Babenko
  25. [Visualizing and Measuring the Geometry of BERT](https://neurips.cc/Conferences/2019/Schedule?showEvent=13917)
  26. East Exhibition Hall B + C #172
  27. [Deep ReLU Networks Have Surprisingly Few Activation Patterns](https://neurips.cc/Conferences/2019/Schedule?showEvent=13275)
  28. East Exhibition Hall B + C #215
  29.  
  30. Boris Hanin · David Rolnick
  31. Tuesday #2
  32. 5:30 pm - 7:30 pm
  33. [Exploration via Hindsight Goal Generation](https://neurips.cc/Conferences/2019/Schedule?showEvent=14284)
  34. East Exhibition Hall B + C #203
  35.  
  36. Zhizhou Ren · Kefan Dong · Yuan Zhou · Qiang Liu · Jian Peng
  37. [Experience Replay for Continual Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=13274)
  38. East Exhibition Hall B + C #202
  39.  
  40. David Rolnick · Arun Ahuja · Jonathan Schwarz · Timothy Lillicrap · Gregory Wayne
  41. [Meta-Surrogate Benchmarking for Hyperparameter Optimization](https://neurips.cc/Conferences/2019/Schedule?showEvent=13741)
  42. East Exhibition Hall B + C #6
  43.  
  44. Aaron Klein · Zhenwen Dai · Frank Hutter · Neil Lawrence · Javier Gonzalez
  45. [Guided Meta-Policy Search](https://neurips.cc/Conferences/2019/Schedule?showEvent=14577)
  46. East Exhibition Hall B + C #42
  47.  
  48. Russell Mendonca · Abhishek Gupta · Rosen Kralev · Pieter Abbeel · Sergey Levine · Chelsea Finn
  49. [Meta-Learning Representations for Continual Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=13389)
  50. East Exhibition Hall B + C #46
  51.  
  52. Khurram Javed · Martha White
  53. [Meta-Learning with Implicit Gradients](https://neurips.cc/Conferences/2019/Schedule?showEvent=13258)
  54. East Exhibition Hall B + C #47
  55.  
  56. Aravind Rajeswaran · Chelsea Finn · Sham Kakade · Sergey Levine
  57. [Deep Set Prediction Networks](https://neurips.cc/Conferences/2019/Schedule?showEvent=13501)
  58. East Exhibition Hall B + C #54
  59.  
  60. Yan Zhang · Jonathon Hare · Adam Prugel-Bennett
  61. [Large Scale Structure of Neural Network Loss Landscapes](https://neurips.cc/Conferences/2019/Schedule?showEvent=13777)
  62. East Exhibition Hall B + C #91
  63.  
  64. Stanislav Fort · Stanislaw Jastrzebski
  65. [Understanding and Improving Layer Normalization](https://neurips.cc/Conferences/2019/Schedule?showEvent=13593)
  66. East Exhibition Hall B + C #98
  67.  
  68. Jingjing Xu · Xu Sun · Zhiyuan Zhang · Guangxiang Zhao · Junyang Lin
  69. [Hierarchical Decision Making by Generating and Following Natural Language Instructions](https://neurips.cc/Conferences/2019/Schedule?showEvent=14024)
  70. East Exhibition Hall B + C #175
  71.  
  72. Hengyuan Hu · Denis Yarats · Qucheng Gong · Yuandong Tian · Mike Lewis
  73. [Better Exploration with Optimistic Actor Critic](https://neurips.cc/Conferences/2019/Schedule?showEvent=14497)
  74. East Exhibition Hall B + C #179
  75.  
  76. Kamil Ciosek · Quan Vuong · Robert Loftin · Katja Hofmann
  77. [Explicit Explore-Exploit Algorithms in Continuous State Spaces](https://neurips.cc/Conferences/2019/Schedule?showEvent=13975)
  78. East Exhibition Hall B + C #187
  79.  
  80. Mikael Henaff
  81. [Mapping State Space using Landmarks for Universal Goal Reaching](https://neurips.cc/Conferences/2019/Schedule?showEvent=13399)
  82. East Exhibition Hall B + C #189
  83.  
  84. Zhiao Huang · Hao Su · Fangchen Liu
  85. [Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity](https://neurips.cc/Conferences/2019/Schedule?showEvent=14502)
  86. East Exhibition Hall B + C #197
  87.  
  88. Deepak Pathak · Christopher Lu · Trevor Darrell · Phillip Isola · Alexei Efros
  89. [Learning Compositional Neural Programs with Recursive Tree Search and Planning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14629)
  90. East Exhibition Hall B + C #207
  91.  
  92. Thomas PIERROT · Guillaume Ligner · Scott Reed · Olivier Sigaud · Nicolas Perrin · Alexandre Laterre · David Kas · Karim Beguir · Nando de Freitas
  93. [Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update](https://neurips.cc/Conferences/2019/Schedule?showEvent=13412)
  94. East Exhibition Hall B + C #212
  95.  
  96. Su Young Lee · Choi Sungik · Sae-Young Chung
  97. [Trust Region-Guided Proximal Policy Optimization](https://neurips.cc/Conferences/2019/Schedule?showEvent=13296)
  98. East Exhibition Hall B + C #214
  99.  
  100. Yuhui Wang · Hao He · Xiaoyang Tan · Yaozhong Gan
  101. Wednesday #1
  102. 10:45 am - 12:45 pm
  103. [Language as an Abstraction for Hierarchical Deep Reinforcement Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=13979)
  104. East Exhibition Hall B + C #197
  105.  
  106. YiDing Jiang · Shixiang (Shane) Gu · Kevin Murphy · Chelsea Finn
  107. [The Option Keyboard: Combining Skills in Reinforcement Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14248)
  108. East Exhibition Hall B + C #199
  109.  
  110. Andre Barreto · Diana Borsa · Shaobo Hou · Gheorghe Comanici · Eser Aygün · Philippe Hamel · Daniel Toyama · Jonathan hunt · Shibl Mourad · David Silver · Doina Precup
  111. [Compositional Plan Vectors](https://neurips.cc/Conferences/2019/Schedule?showEvent=14406)
  112. East Exhibition Hall B + C #191
  113.  
  114. Coline Devin · Daniel Geng · Pieter Abbeel · Trevor Darrell · Sergey Levine
  115. [Policy Continuation with Hindsight Inverse Dynamics](https://neurips.cc/Conferences/2019/Schedule?showEvent=14586)
  116. East Exhibition Hall B + C #194
  117.  
  118. Hao Sun · Zhizhong Li · Xiaotong Liu · Bolei Zhou · Dahua Lin
  119. [A Meta-Analysis of Overfitting in Machine Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14665)
  120. East Exhibition Hall B + C #1
  121.  
  122. Rebecca Roelofs · Vaishaal Shankar · Benjamin Recht · Sara Fridovich-Keil · Moritz Hardt · John Miller · Ludwig Schmidt
  123. [Weight Agnostic Neural Networks](https://neurips.cc/Conferences/2019/Schedule?showEvent=14530)
  124. East Exhibition Hall B + C #149
  125.  
  126. Adam Gaier · David Ha
  127. [Understanding the Role of Momentum in Stochastic Gradient Methods](https://neurips.cc/Conferences/2019/Schedule?showEvent=13997)
  128. East Exhibition Hall B + C #163
  129.  
  130. Igor Gitman · Hunter Lang · Pengchuan Zhang · Lin Xiao
  131. Wednesday #2
  132. 5 pm - 7 pm
  133. [Learning to Learn By Self-Critique](https://neurips.cc/Conferences/2019/Schedule?showEvent=14018)
  134. East Exhibition Hall B + C #28
  135. [Adaptive Cross-Modal Few-shot Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=13631)
  136. East Exhibition Hall B + C #18
  137. [Metalearned Neural Memory](https://neurips.cc/Conferences/2019/Schedule?showEvent=14271)
  138. East Exhibition Hall B + C #30
  139. [MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies](https://neurips.cc/Conferences/2019/Schedule?showEvent=13536)
  140. East Exhibition Hall B + C #44
  141. [Implicitly learning to reason in first-order logic](https://neurips.cc/Conferences/2019/Schedule?showEvent=13514)
  142. East Exhibition Hall B + C #66
  143. [Compositional De-Attention Networks](https://neurips.cc/Conferences/2019/Schedule?showEvent=13730)
  144. East Exhibition Hall B + C #127
  145. [Learning by Abstraction: The Neural State Machine](https://neurips.cc/Conferences/2019/Schedule?showEvent=14538)
  146. East Exhibition Hall B + C #130
  147. [Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time](https://neurips.cc/Conferences/2019/Schedule?showEvent=13772)
  148. East Exhibition Hall B + C #131
  149. [Novel positional encodings to enable tree-based transformers](https://neurips.cc/Conferences/2019/Schedule?showEvent=14174)
  150. East Exhibition Hall B + C #132
  151. [Reconciling meta-learning and continual learning with online mixtures of tasks](https://neurips.cc/Conferences/2019/Schedule?showEvent=14574)
  152. Wed Dec 11th 05:00 -- 07:00 PM @ East Exhibition Hall B + C #175
  153. [Ease-of-Teaching and Language Structure from Emergent Communication](https://neurips.cc/Conferences/2019/Schedule?showEvent=14470)
  154. Wed Dec 11th 05:00 -- 07:00 PM @ East Exhibition Hall B + C #196
  155. Thursday #1
  156. 10:45 am - 12:45 pm
  157. [Adversarial Music: Real world Audio Adversary against Wake-word Detection System](https://neurips.cc/Conferences/2019/Schedule?showEvent=14603)
  158. East Exhibition Hall B + C #10
  159. [Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks](https://neurips.cc/Conferences/2019/Schedule?showEvent=14038)
  160. East Exhibition Hall B + C #88
  161. [Compositional generalization through meta sequence-to-sequence learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14007)
  162. East Exhibition Hall B + C #178
  163. [Control What You Can: Intrinsically Motivated Task-Planning Agent](https://neurips.cc/Conferences/2019/Schedule?showEvent=14207)
  164. East Exhibition Hall B + C #213
  165. [Planning with Goal-Conditioned Policies](https://neurips.cc/Conferences/2019/Schedule?showEvent=14393)
  166. East Exhibition Hall B + C #218
  167. [Search on the Replay Buffer: Bridging Planning and Reinforcement Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14424)
  168. East Exhibition Hall B + C #220
  169. [A Composable Specification Language for Reinforcement Learning Tasks](https://neurips.cc/Conferences/2019/Schedule?showEvent=14247)
  170. East Exhibition Hall B + C #221
  171. [Towards Interpretable Reinforcement Learning Using Attention Augmented Agents](https://neurips.cc/Conferences/2019/Schedule?showEvent=14192)
  172. East Exhibition Hall B + C #235
  173. Thursday #2
  174. 5 pm - 7 pm
  175. [Putting An End to End-to-End: Gradient-Isolated Learning of Representations](https://neurips.cc/Conferences/2019/Schedule?showEvent=13219)
  176. East Exhibition Hall B + C #66
  177. [Coda: An End-to-End Neural Program Decompiler](https://neurips.cc/Conferences/2019/Schedule?showEvent=13538)
  178. East Exhibition Hall B + C #121
  179. [Compiler Auto-Vectorization with Imitation Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=14376)
  180. East Exhibition Hall B + C #165
  181. [Write, Execute, Assess: Program Synthesis with a REPL](https://neurips.cc/Conferences/2019/Schedule?showEvent=13958)
  182. East Exhibition Hall B + C #170
  183. [Generalization of Reinforcement Learners with Working and Episodic Memory](https://neurips.cc/Conferences/2019/Schedule?showEvent=14201)
  184. East Exhibition Hall B + C #192
  185. Demos:
  186. Wednesday
  187. 5 pm - 7 pm
  188. [Project BB: Bringing AI to the Command Line](https://neurips.cc/Conferences/2019/Schedule?showEvent=15437)
  189. East Exhibition Hall B + C #804
  190. [Immersions - How Does Music Sound to Artificial Ears?](https://neurips.cc/Conferences/2019/Schedule?showEvent=15443)
  191. East Exhibition Hall B + C #806
  192. [The Option Keyboard: Combining Skills in Reinforcement Learning](https://neurips.cc/Conferences/2019/Schedule?showEvent=15429)
  193. East Exhibition Hall B + C #807
  194. Main interests:
  195. Reinforcement learning
  196. Meta-learning
  197. Memory-augmented neural networks
  198. Applying statistical machine learning to sequential and abstractive reasoning
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