2019.06.16 AI papers

 

06-12-2019

Unsupervised Question Answering by Cloze Translation
by Patrick Lewis et al

06-12-2019

Compositional generalization through meta sequence-to-sequence learning
by Brenden M. Lake

06-12-2019

Search on the Replay Buffer: Bridging Planning and Reinforcement Learning
by Benjamin Eysenbach et al

06-12-2019

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
by Antoine Bosselut et al

06-12-2019

Fast Task Inference with Variational Intrinsic Successor Features
by Steven Hansen et al

06-11-2019

WikiDataSets : Standardized sub-graphs from WikiData
by Armand Boschin

06-11-2019

Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks
by Mahyar Fazlyab et al

06-12-2019

Efficient Exploration via State Marginal Matching
by Lisa Lee et al

06-12-2019

E3: Entailment-driven Extracting and Editing for Conversational Machine Reading
by Victor Zhong et al

06-13-2019

Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking
by Masaru Isonuma et al

06-12-2019

Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression Problems
by Ahmad Kalhor et al

06-12-2019

Meta-Learning via Learned Loss
by Yevgen Chebotar et al

06-12-2019

Sub-Goal Trees -- a Framework for Goal-Directed Trajectory Prediction and Optimization
by Tom Jurgenson et al

06-12-2019

Representation Learning for Words and Entities
by Pushpendre Rastogi

06-12-2019

When to use parametric models in reinforcement learning?
by Hado van Hasselt et al

06-11-2019

Issues with post-hoc counterfactual explanations: a discussion
by Thibault Laugel et al

06-13-2019

KCAT: A Knowledge-Constraint Typing Annotation Tool
by Sheng Lin et al

06-14-2019

Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces
by Guy Lorberbom et al

06-11-2019

Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
by Georgios Papoudakis et al

06-12-2019

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings
by Alexander I. Cowen-Rivers et al

06-11-2019

Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications
by Sajjad Shafiei et al

06-13-2019

Sub-policy Adaptation for Hierarchical Reinforcement Learning
by Alexander C. Li et al

06-11-2019

Understanding artificial intelligence ethics and safety
by David Leslie

06-13-2019

Goal-conditioned Imitation Learning
by Yiming Ding et al

06-14-2019

Epistemic Risk-Sensitive Reinforcement Learning
by Hannes Eriksson et al

06-12-2019

Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks
by Ming Zhu et al

06-11-2019

Toward Best Practices for Explainable B2B Machine Learning
by Kit Kuksenok

06-13-2019

Deep Reinforcement Learning for Cyber Security
by Thanh Thi Nguyen et al

06-12-2019

Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension
by Yichen Jiang et al

06-11-2019

Reinforcement Learning of Minimalist Numeral Grammars
by Peter beim Graben et al

06-14-2019

Provably Efficient QQ-learning with Function Approximation via Distribution Shift Error Checking Oracle
by Simon S. Du et al

06-13-2019

Curriculum Learning for Cumulative Return Maximization
by Francesco Foglino et al

06-12-2019

Joint Reasoning for Temporal and Causal Relations
by Qiang Ning et al

06-11-2019

Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass
by Joel Niklaus et al

06-13-2019

Early Detection of Long Term Evaluation Criteria in Online Controlled Experiments
by Yoni Schamroth et al

06-11-2019

Sionnx: Automatic Unit Test Generator for ONNX Conformance
by Xinli Cai et al

06-12-2019

Empowering Quality Diversity in Dungeon Design with Interactive Constrained MAP-Elites
by Alberto Alvarez et al

06-14-2019

Effective problem solving using SAT solvers
by Curtis Bright et al

06-14-2019

Extensions of Generic DOL for Generic Ontology Design Patterns
by Mihai Codescu et al

06-13-2019

Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors
by Sotiris Kotitsas et al

06-13-2019

Meta-heuristic for non-homogeneous peak density spaces and implementation on 2 real-world parameter learning/tuning applications
by Mojtaba Moattari et al

06-11-2019

Online Learning and Planning in Partially Observable Domains without Prior Knowledge
by Yunlong Liu et al

06-12-2019

General Video Game Rule Generation
by Ahmed Khalifa et al

06-12-2019

Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report)
by Nico Potyka et al

06-14-2019

Dynamic Term-Modal Logics for Epistemic Planning
by Andreas Achen et al

06-11-2019

Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations
by Amita Misra et al

06-11-2019

Two-step Constructive Approaches for Dungeon Generation
by Michael Cerny Green et al

 
Craig Smith