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Deep RL

3,886 papers

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Papers

Model-Based Reinforcement Learning Exploiting State-Action Equivalence ACML 2019
Unified Policy Optimization for Robust Reinforcement Learning ACML 2019
Active Exploration in Markov Decision Processes AISTATS 2019
Distilling Policy Distillation AISTATS 2019
Distributional reinforcement learning with linear function approximation AISTATS 2019
Credit Assignment Techniques in Stochastic Computation Graphs AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Model-Free Linear Quadratic Control via Reduction to Expert Prediction AISTATS 2019
Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019
Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks CVPR 2019
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
Context-Reinforced Semantic Segmentation CVPR 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion 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
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019
Actor-Critic Instance Segmentation CVPR 2019
HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019