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Reinforcement Learning

1,328 papers

Papers per year

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Papers

Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019
Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019
Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019
Distilling Policy Distillation AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019
Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019
Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
Context-Reinforced Semantic Segmentation CVPR 2019
CRAVES: Controlling Robotic Arm With a Vision-Based Economic System CVPR 2019
Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019
Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019
Self-Critical N-Step Training for Image Captioning CVPR 2019
Streamlined Dense Video Captioning CVPR 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019
Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019
Actor-Critic Instance Segmentation CVPR 2019