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Reinforcement Learning

7,982 papers (84 classified directly here)

Subtopics

Methods (6,493) Applications (2,922)

Papers per year

9
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Papers (including subtopics)

Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019
Distributional reinforcement learning with linear function approximation AISTATS 2019
The Termination Critic AISTATS 2019
Credit Assignment Techniques in Stochastic Computation Graphs AISTATS 2019
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
Imitation-Regularized Offline Learning AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Optimizing over a Restricted Policy Class in MDPs AISTATS 2019
Model-Free Linear Quadratic Control via Reduction to Expert Prediction AISTATS 2019
Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019
Accelerating Imitation Learning with Predictive Models AISTATS 2019
Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019
Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches COLT 2019
The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint COLT 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
CRAVES: Controlling Robotic Arm With a Vision-Based Economic System 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