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Deep RL

3,861 papers

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Papers

Fine-Grained Gap-Dependent Bounds for Tabular MDPs via Adaptive Multi-Step Bootstrap COLT 2021
Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Gated Spatio-Temporal Attention-Guided Video Deblurring CVPR 2021
Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021
Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021
Predicting Human Scanpaths in Visual Question Answering CVPR 2021
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021
SOON: Scenario Oriented Object Navigation With Graph-Based Exploration CVPR 2021
Visual Navigation With Spatial Attention CVPR 2021
Hierarchical and Partially Observable Goal-Driven Policy Learning With Goals Relational Graph CVPR 2021
ColorRL: Reinforced Coloring for End-to-End Instance Segmentation CVPR 2021
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning CVPR 2021
SimPoE: Simulated Character Control for 3D Human Pose Estimation CVPR 2021
ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning EACL 2021
Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning EACL 2021
Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation EACL 2021
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021
Automatically Exposing Problems with Neural Dialog Models EMNLP 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021