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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018
DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NIPS 2018
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis NIPS 2018
Genetic-Gated Networks for Deep Reinforcement Learning NIPS 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NIPS 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018
Reward Estimation for Variance Reduction in Deep Reinforcement Learning CORL 2018
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018
SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR 2018
Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR 2018
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR 2018
Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018
Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018
Learning Deep Sketch Abstraction CVPR 2018
A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018
Gibson Env: Real-World Perception for Embodied Agents CVPR 2018
Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation CORL 2018
Mix & Match Agent Curricula for Reinforcement Learning ICML 2018
Embodied Question Answering CVPR 2018