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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019
Deliberate Attention Networks for Image Captioning AAAI 2019
A Comparative Analysis of Expected and Distributional Reinforcement Learning AAAI 2019
Towards Better Interpretability in Deep Q-Networks AAAI 2019
On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019
An Investigation of Model-Free Planning ICML 2019
Structured agents for physical construction ICML 2019
Data-Anonymous Encoding for Text-to-SQL Generation EMNLP 2019
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence EMNLP 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019
Reinforced Dynamic Reasoning for Conversational Question Generation ACL 2019
Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019
A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System AAAI 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Long Short-Term Memory with Dynamic Skip Connections AAAI 2019
Learning to Communicate and Solve Visual Blocks-World Tasks AAAI 2019
Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019